Institute for Mathematical Innovation (IMI)

Research output

Research output per year 1982 2018 2019 2020 2021 2022 2023 2024 2025

• 940 Article
• 111 Chapter in a published conference proceeding
• 78 Review article
• 68 Book chapter
• 287 More
  • 45 Paper
  • 29 Abstract
  • 26 Comment/debate
  • 26 Preprint
  • 24 Conference article
  • 22 Poster
  • 21 Editorial
  • 20 Other report
  • 12 Commissioned report
  • 12 Working paper
  • 11 Book
  • 7 Other
  • 6 Special issue
  • 6 Patent
  • 5 Letter
  • 4 Other contribution
  • 2 Other chapter contribution
  • 2 Doctoral Thesis
  • 2 Master's Thesis
  • 2 Discussion paper
  • 1 Meeting abstract
  • 1 Digital or Visual Products
  • 1 Software

Research output per year

Research output per year

Search results

• 2024

  Automatic identification of biophonics and sea ice processes in large datasets from the High Arctic Ocean

  Cleverly, J., Blondel, P., Sagen, H., Dzieciuch, M. & Storheim, E., 20 Jun 2024, International Conference on Underwater Acoustics, ICUA 2024. Milton Keynes, U. K.: Institute of Acoustics, Vol. 46 Part 1. 8 p. (Proceedings of the Institute of Acoustics; vol. 46).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Arctic Ocean 100%
  • Annual Variation 100%
  • Climate Change 50%
  • Acoustic Monitoring 50%
  • Albedo 50%
  78 Downloads (Pure)

• Estimating joint moments during treadmill running using various consumer based wearable sensor locations

  Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 5 Mar 2024, (Acceptance date) ISBS Proceedings Archives: 42nd International Conference on Biomechanics in Sports (2024) Salzburg, Austria, July 15-19, 2024. International Society of Biomechanics in Sports (ISBS), 4 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • Joints (Structural Components) 100%
  • Wearable Sensor 100%
  • Joint Moment 100%
  • Learning System 100%
  • Minimizes 50%

• Fine Tuning Numerical Schemes for PDEs

  Frasca-Caccia, G. & Singh, P., 7 Jun 2024, AIP Conference Proceedings. Simos, T. E. & Tsitouras, C. (eds.). American Institute of Physics, 4 p. 220007. (AIP Conference Proceedings; vol. 3094, no. 1).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Partial Differential Equation 100%
  • Numerical Scheme 100%
  • Conservation Law 50%
  • Finite Difference Method 50%
  • Local Truncation Error 50%

• Fuel System Control for Hydrogen-Powered Aircraft

  Plummer, A., Adeyemi, D., Sell, N., Sciatti, F., Tamburrano, P. & Amirante, R., 22 May 2024, 2024 UKACC 14th International Conference on Control, CONTROL 2024. U. S. A.: IEEE, p. 201-202 2 p. (2024 UKACC 14th International Conference on Control, CONTROL 2024).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Control System 100%
  • Mass Flowrate 100%
  • Preliminary Investigation 100%
  • Fuel System 100%
  • Aeroengine 100%
  3 Citations (SciVal)

  96 Downloads (Pure)

• Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data

  Wellington, S., Wilson, H., Liwicki, F. S., Gupta, V., Saini, R., De, K., Abid, N., Rakesh, S., Eriksson, J., Watts, O., Chen, X., Coyle, D., Golbabaee, M., Proulx, M. J., Liwicki, M., O'Neill, E. & Metcalfe, B., 17 Dec 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. U. S. A.: IEEE, 5 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Data Fusion 100%
  • Classification Task 100%
  • Processing Strategy 100%
  • Decoding Performance 100%
  • Probability Vector 100%

• Machine Learning for classifying the underwater environment from Transmission Loss data

  Donnelly, M., Tipping, M., Cowie, F. & Blondel, P., 20 Jun 2024, Proceedings of the Institute of Acoustics . Milton Keynes, U. K.: Institute of Acoustics, Vol. 46 Part 1. 8 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Classification Accuracy 100%
  • Learning System 100%
  • Underwater Environment 100%
  • Machine Learning 100%
  • Simulated Data 66%
  59 Downloads (Pure)

• Metrology of the Acoustic Seafloor Response: How to accurately estimate backscatter and its intrinsic uncertainty using single-beam echosounder

  Mopin, I., Le Chenadec, G., Legris, M., Blondel, P., Zerr, B. & Marchal, J., 20 Jun 2024, Institute of Acoustics Proceedings. Milton Keynes, U. K.: Institute of Acoustics, Vol. 46 Part 1. 8 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • United Kingdom 100%
  • France 100%
  • Hydrology 100%
  22 Downloads (Pure)

• Phy-Diff: Physics-Guided Hourglass Diffusion Model for Diffusion MRI Synthesis

  Zhang, J., Yan, R., Perelli, A., Chen, X. & Li, C., 4 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Cham, Switzerland: Springer, p. 345-355 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15002 LNCS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Magnetic Resonance Imaging 100%
  • Diffusion MRI 100%
  • Facilitated Diffusion 100%
  • Conditioning 6%
  1 Citation (SciVal)

• PRELIMINARY DESIGN AND MODELLING OF A HYDROGEN-POWERED AIRCRAFT FUEL SYSTEM

  Sciatti, F., Di Domenico, V., Zagaria, L., Adeyemi, D., Tamburrano, P., Plummer, A. R., Sell, N., Distaso, E. & Amirante, R., 13 Sept 2024, Proceedings of BATH/ASME 2024 Symposium on Fluid Power and Motion Control, FPMC 2024. U. S. A.: The American Society of Mechanical Engineers(ASME), V001T01A028. (Proceedings of BATH/ASME 2024 Symposium on Fluid Power and Motion Control, FPMC 2024).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Aircraft Gas Turbine 100%
  1 Citation (SciVal)

• THE DIGITAL DISPLACEMENT PUMP AS A FREQUENCY GENERATOR

  Dumnov, D., Melling, J., Caldwell, N., Johnston, N., Plummer, A. & Sell, N., 24 Oct 2024, (E-pub ahead of print) Proceedings of the ASME/BATH 2024 Symposium on Fluid Power and Motion Control. U. S. A.: American Society of Mechanical Engineers (ASME), V001T01A010

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Pump Displacement 100%
  • Test Data 66%
  • Hydraulics 66%
  • Hydraulic System 66%
  • Excavators 66%
• 2023

  A COMPARISON OF 20-HZ FIN WHALE CALL DETECTORS

  Garibbo, S., Blondel, P., Heald, G., Hunter, A. & Williams, D., 13 Jul 2023, Proceedings of the 29th International Congress on Sound and Vibration, ICSV 2023. Carletti, E. (ed.). Society of Acoustics, 7 p. (Proceedings of the International Congress on Sound and Vibration).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Limiting Factor 100%
  • Signal Identification 100%
  • Energy Detector 100%
  • Deep Learning Method 100%
  • Atlantic Ocean 100%
  122 Downloads (Pure)

• Asymmetric Quad-Leg Orthoplanar Spring For Wideband Piezoelectric Micro-Energy Harvesting

  Mohammadi, A., Sadrafshari, S., Shokrani, A. & Bowen, C., 30 Jan 2023, (E-pub ahead of print) 2023 IEEE 36th International Conference on Micro Electro Mechanical Systems (MEMS). IEEE, p. 697-700 4 p. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS); vol. 2023-January).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  File

  • Piezoelectric 100%
  • Energy Harvesting 100%
  • Harvester 100%
  • Piezoelectricity 100%
  • Energy Engineering 66%
  5 Citations (SciVal)

  147 Downloads (Pure)

• Clustering long-distance runners based on their technique at one single speed does not generalise to multiple speeds

  Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 12 Jul 2023, ISBS Proceedings Archives: 41th International Conference on Biomechanics in Sports (2023) Milwaukee, USA, July 12-16, 2023. 1 ed. International Society of Biomechanics in Sports (ISBS), Vol. 41. 4 p. 19

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Dimensionality Reduction 100%
  • Neural Network 100%
  • Clustering Result 100%
  • Continuous Variable 100%
  • Hierarchical Clustering 100%
  42 Downloads (Pure)

• DATA INFORMED MODEL TEST DESIGN WITH MACHINE LEARNING – AN EXAMPLE IN NONLINEAR WAVE LOAD ON A VERTICAL CYLINDER

  Tang, T., Ding, H., Dai, S., Chen, X., Taylor, P. H., Zang, J. & Adcock, T. A. A., 22 Sept 2023, (E-pub ahead of print) Ocean Engineering. U. S. A.: The American Society of Mechanical Engineers(ASME), v005t06a015. (Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE; vol. 5).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Design of Experiments 100%
  • Model Test 100%
  • Learning System 100%
  • Surrogate Model 50%
  • Offshore Engineering 25%

• Estimation of ground reaction force during running using consumer-level wearable insoles and machine learning

  Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 16 Jul 2023, ISBS Proceedings Archives: 41st International Conference on Biomechanics in Sports (2023) Milwaukee, USA, July 12-16, 2023. 1 ed. International Society of Biomechanics in Sports (ISBS), Vol. 41. 4 p. 19

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Reaction Force 100%
  • Learning System 100%
  • Deep Learning Method 100%
  • Transducer 33%
  • Great Variety 33%
  111 Downloads (Pure)

• Expectation-Maximization Regularised Deep Learning for Tumour Segmentation

  Li, C., Huang, W., Chen, X., Wei, Y., Zhang, L., Zhang, J., Price, S. & Schonlieb, C. B., 1 Sept 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. U. S. A.: IEEE, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Tumor Segmentation 100%
  • Deep Learning Method 100%
  • Maximization 100%
  • Magnetic Resonance Imaging 100%
  • Supervised Learning 25%
  3 Citations (SciVal)

• Full Torque Operation Range Fault-Tolerant Control with Minimum Copper Loss for Dual Three-Phase PMSM

  Zheng, H., Pei, X. & Brace, C., 22 Aug 2023, ICPE 2023-ECCE Asia - 11th International Conference on Power Electronics - ECCE Asia: Green World with Power Electronics. IEEE, p. 1672-1679 8 p. (ICPE 2023-ECCE Asia - 11th International Conference on Power Electronics - ECCE Asia: Green World with Power Electronics).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Range Operation 100%
  • Permanent Magnet Synchronous Motor 100%
  • Fault Tolerant Control 100%
  • Copper Loss 100%
  • Open Circuit 25%
  1 Citation (SciVal)

• G-CNN: Adaptive Geometric Convolutional Neural Networks for MRI-Based Skull Stripping

  Li, Y., Li, C., Wei, Y., Price, S. J., Schoenlieb, C.-B. & Chen, X., 8 Oct 2023, International MICCAI Workshop 2023: The 2nd Workshop on Computational Mathematics Modeling in Cancer Analysis. Cham, Switzerland: Springer, Cham, p. 21-30 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14243).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Magnetic Resonance Imaging 100%
  • Neural Network 100%
  • Skull 100%
  • Brain Imaging 33%
  • Intracranial Tumor 33%

• Integrated Hydromechatronic Actuators

  Plummer, A., 17 Apr 2023, Proceedings - 2023 IEEE International Conference on Mechatronics, ICM 2023. IEEE, p. 1-6 (Proceedings - 2023 IEEE International Conference on Mechatronics, ICM 2023).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Hydraulics 100%
  • Additive Manufacture 100%
  • Review Paper 50%
  • Energy Conservation 50%
  • Dynamic Response 50%

• Lazard-style CAD and Equational Constraints

  Davenport, J. H., Nair, A. S., Sankaran, G. K. & Uncu, A. K., 24 Jul 2023, ISSAC 2023 - Proceedings of the 2023 International Symposium on Symbolic and Algebraic Computation. Jeronimo, G. (ed.). Association for Computing Machinery, p. 218-226 9 p. (ACM International Conference Proceeding Series).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • Labour 100%
  • Work 100%
  3 Citations (SciVal)

• Lead-free Ice-templated Porous Piezoelectrics for SONAR Applications

  Tezcan, A. A., Bowen, C. R., Poulin-Vittrant, G., Khanbareh, H. & Roscow, J. I., 29 Sept 2023, IEEE International Symposium on Applications of Ferroelectrics, ISAF 2023, International Symposium on Integrated Functionalities, ISIF 2023 and Piezoresponse Force Microscopy Workshop, PFM 2023, Proceedings. IEEE, (IEEE International Symposium on Applications of Ferroelectrics, ISAF 2023, International Symposium on Integrated Functionalities, ISIF 2023 and Piezoresponse Force Microscopy Workshop, PFM 2023, Proceedings).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Piezoelectric 100%
  • Sound Navigation and Ranging 100%
  • Porosity 100%
  • Transducer 50%
  • Figure of Merit 50%

• Output Feedback Speed Control for a Wankel Rotary Engine via Q-Learning

  Chen, A. S., Herrmann, G., Burgess, S. & Brace, C., 31 Dec 2023, IFAC-PapersOnLine. Ishii, H., Ebihara, Y., Imura, J.-I. & Yamakita, M. (eds.). 2 ed. Netherlands: Elsevier B.V., p. 8278-8283 6 p. (IFAC-PapersOnLine; vol. 56, no. 2).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • Engine Speed 100%
  • Output Feedback 100%
  • Rotary Engine 100%
  • Q-Learning 100%
  • Continuous Time 50%

• Predicting Conversion of Mild Cognitive Impairment to Alzheimer's Disease by Modelling Healthy Ageing Trajectories

  Wei, Y., Chen, X., Schonlieb, C. B., Price, S. J. & Li, C., 1 Sept 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. U. S. A.: IEEE, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Alzheimer's Disease 100%
  • Mild Cognitive Impairment 100%
  • Brain Network 75%
  • Diffusion MRI 75%
  • Magnetic Resonance Imaging 25%
  1 Citation (SciVal)

• The approach chosen for data dimensionality reduction affects the results of running technique clustering

  Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 3 Aug 2023, Abstract book of the 29th Congress of the International Society of Biomechanics (ISB). International Society of Biomechanics (ISB), 1 p. isb-jsb0561

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File
  26 Downloads (Pure)
• 2022

  Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma

  Li, Y., Li, C., Wei, Y., Price, S., Schönlieb, C.-B. & Chen, X., 22 Jul 2022, International MICCAI Brain Lesion Workshop 2021: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Germany: Springer Science and Business Media Deutschland GmbH, p. 124-139 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Unsupervised Learning 100%
  • Magnetic Resonance Imaging 100%
  • Optimization Technique 25%
  • Learning Technique 25%
  • Clustering Algorithm 25%
  71 Downloads (Pure)

• BAYESIAN CALIBRATION OF A FINITE ELEMENT STIFFENED PANEL MODEL USING EXPERIMENTAL COMPRESSION TEST DATA

  Scarth, C., Rhead, A. T. & Butler, R., 30 Jun 2022, Composites Meet Sustainability – Proceedings of the 20 th European Conference on Composite Materials, ECCM20. 26-30 June, 2022, Lausanne, Switzerland . Vassilopoulos, A. P. & Michaud, V. (eds.). Composite Construction Laboratory (CCLab), Ecole Polytechnique Federale de Lausanne (EPFL), Vol. 4. p. 875-882 8 p. (Proceedings of the 20th European Conference on Composite Materials: Composites Meet Sustainability; vol. 1-6).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • Test Data 100%
  • Stiffened Panel 100%
  • Finite Element Analysis 100%
  • Finite Element Method 100%
  • Strength of Materials 100%

• Collaborative learning of images and geometrics for predicting isocitrate dehydrogenase status of glioma

  Wei, Y., Li, C., Chen, X., Schönlieb, C.-B. & Price, S. J., 26 Apr 2022, (E-pub ahead of print) ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. U. S. A.: IEEE, 9761407. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Convolutional Neural Network 100%
  • Graph Neural Network 100%
  • Collaborative Learning 100%
  • Neural Network 100%
  • Isocitrate Dehydrogenase 100%
  5 Citations (SciVal)

  130 Downloads (Pure)

• Does one single most economical running technique exist? Some preliminary results

  Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 10 Jul 2022, Abstract Book of the 9th World Congress of Biomechanics, 10-14 July 2022, Taipei. Dublin, Ireland, 2 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File
  51 Downloads (Pure)

• Eddy current loss reduction technique for solid rotor high-speed surface mounted motor

  Lin, Y., Pei, X., Yin, B., Wu, Z. & Brace, C., 2022, 2022 IEEE Transportation Electrification Conference and Expo, Asia-Pacific, ITEC Asia-Pacific 2022. U. S. A.: IEEE, (2022 IEEE Transportation Electrification Conference and Expo, Asia-Pacific, ITEC Asia-Pacific 2022).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Rotors 100%
  • Loss Reduction 100%
  • Eddy Current Loss 100%
  • Temperature Rise 20%
  • Demagnetization 20%

• Freevalve: Control and Optimization of Fully Variable Valvetrain-Enabled Combustion Strategies for High Performance Engines

  Elmagdoub, A., Brace, C. (Editor), Akehurst, S. (Editor), Turner, J. (Editor), Carlson, U. (Editor), Moller, A. (Editor) & Zhang, N. (Editor), 30 Aug 2022, SAE Technical Papers: SAE Powertrains, Fuels & Lubricants Conference & Exhibition. SAE International, 2022-01-1066. (SAE Technical Papers).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Internal Combustion Engine 100%
  • Engine Performance 100%
  • Degree of Freedom 66%
  • Battery Electric Vehicle 66%
  • One Dimensional 33%
  6 Citations (SciVal)

• Going active: How do people envision the next generation of buildings?

  Nikolaidou, E., Walker, I., Coley, D., Allen, S. & Fosas, D., 21 May 2022, CLIMA 2022 Conference. Delft: TU Delft OPEN, 325

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • Built Environment 100%
  • Building Code 100%
  • Regulations and Standard 100%
  • Logistic Regression 100%
  • Building Project 100%

• LIFE-CYCLE ASSESSMENT OF OIL ‘HYDRAULIC’ SYSTEMS FOR ENVIRONMENTALLY-SENSITIVE APPLICATIONS

  Burrows, C. R., Hammond, G. P. & McManus, M. C., 31 Jan 2022, Fluid Power Systems and Technology. The American Society of Mechanical Engineers(ASME), p. 61-68 8 p. IMECE1998-0472. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 1998-K).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Life Cycle Engineering 100%
  • Actuator 100%
  • Environmental Impact 75%
  • Forestry 50%
  • Diesel Fuel 25%

• Numerical evaluation and optimization of a hybrid vehicle employing a hydrogen internal combustion engine as a range extender

  Wragge-Morley, R. T., Vorraro, G., Turner, J. W. G., Brace, C. J., Xue, X., Badra, J. & Abdulmanan, A., 31 Dec 2022, Powertrain systems for net-zero transport - Proceedings of the 2021 Powertrain Systems for Net-zero Transport Conference, 2021. CRC Press, p. 354-373 20 p. (Powertrain systems for net-zero transport - Proceedings of the 2021 Powertrain Systems for Net-zero Transport Conference, 2021).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • Numerical Optimization 100%
  • Internal Combustion Engine 100%
  • Numerical Evaluation 100%
  • Extender 100%
  • Hybrid-Electric Vehicle 100%

• Predicting isocitrate dehydrogenase mutation status in glioma using structural brain networks and graph neural networks

  Wei, Y., Li, Y., Chen, X., Schönlieb, C.-B., Li, C. & Price, S. J., 22 Jul 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Germany: Springer Science and Business Media Deutschland GmbH, p. 140-150 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Neural Network 100%
  • Brain Network 100%
  • Isocitrate Dehydrogenase 100%
  • Magnetic Resonance Imaging 42%
  • Brain Lesion 14%
  4 Citations (SciVal)

  77 Downloads (Pure)

• Varying Boundary Layer Sliding Mode Control of an Integrated Hydraulic Actuator

  Wilson, D., Georgilas, I., Plummer, A., Iravani, P. & Sangiah, D., 27 May 2022, 2022 UKACC International Conference on Control (CONTROL). IEEE, p. 60-65 6 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Boundary Layer 100%
  • Sliding Mode Control 100%
  • Actuator 100%
  • Simulation Result 50%
  • Tracking (Position) 50%
• 2021

  BrainNetGAN: Data Augmentation of Brain Connectivity Using Generative Adversarial Network for Dementia Classification

  Li, C., Wei, Y., Chen, X. & Schönlieb, C. B., 31 Dec 2021, Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Engelhardt, S., Oksuz, I., Zhu, D., Yuan, Y., Mukhopadhyay, A., Heller, N., Huang, S. X., Nguyen, H., Sznitman, R. & Xue, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 103-111 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13003 LNCS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Generative Adversarial Networks 100%
  • Data Augmentation 100%
  • Brain Network 100%
  • Connectivity Matrix 50%
  • Benchmarking 50%
  9 Citations (SciVal)

  104 Downloads (Pure)

• Convergence Properties of a Randomized Primal-Dual Algorithm with Applications to Parallel MRI

  Gutiérrez, E. B., Delplancke, C. & Ehrhardt, M. J., 29 Apr 2021, Scale Space and Variational Methods in Computer Vision - 8th International Conference, SSVM 2021, Proceedings. Elmoataz, A., Fadili, J., Quéau, Y., Rabin, J. & Simon, L. (eds.). Germany: Springer Science and Business Media Deutschland GmbH, p. 254-266 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12679 LNCS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Stochastics 100%
  • Convergence Property 100%
  • Functionals 33%
  • Almost Sure Convergence 33%
  • Magnetic Resonance Imaging 33%
  1 Citation (SciVal)

  69 Downloads (Pure)

• Development and validation of a model for centrifugal compressors in reversed flow regimes

  Powers, K. H., Kennedy, I. J., Brace, C. J., Milewski, P. A. & Copeland, C. D., 11 Jan 2021, (E-pub ahead of print) Proceedings of the ASME Turbo Expo 2020: Turbomachinery Technical Conference and Exposition: Volume 8: Industrial and Cogeneration; Manufacturing Materials and Metallurgy; Marine; Microturbines, Turbochargers, and Small Turbomachines. The American Society of Mechanical Engineers(ASME), Vol. 8. 13 p. GT2020-16005, V008T20A026. (Proceedings of the ASME Turbo Expo; vol. 8).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Flow Regime 100%
  • Flow Region 100%
  • Supercharger 100%
  • Reverse Flow 100%
  • Centrifugal Compressor 100%
  3 Citations (SciVal)

• Development and validation of FootNet, a new kinematic and deep learning-based algorithm to detect foot-strike and toe-off in treadmill running

  Rodriguez Rivadulla, A., Chen, X., Weir, G., Cazzola, D., Trewartha, G., Hamill, J. & Preatoni, E., 23 Jun 2021, (Acceptance date) Abstract Book of The 28th Congress of the International Society of Biomechanics. 1 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  File

  • Deep Learning Method 100%
  • Biodynamics 100%
  • Biomechanics 50%
  • Force Plate 50%
  • Reaction Force 50%
  70 Downloads (Pure)

• GAIN-SCHEDULED POSITION CONTROL OF A PNEUMATIC MUSCLE ACTUATOR

  Cotton, M. & Plummer, A., 13 Dec 2021, (E-pub ahead of print) Proceedings of ASME/BATH 2021 Symposium on Fluid Power and Motion Control, FPMC 2021. U. S. A.: The American Society of Mechanical Engineers(ASME), 6 p. (Fluid Power Systems and Technology).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Position Control 100%
  • Pneumatics 100%
  • Pneumatic Artificial Muscle 100%
  • Linear Controller 50%
  • Similarities 25%

• Improving a Stochastic Algorithm for Regularized PET Image Reconstruction

  Delplancke, C., Gurnell, M., Latz, J., Markiewicz, P. J., Schönlieb, C. B. & Ehrhardt, M. J., 12 Aug 2021, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference. IEEE, 9508013. (2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Emissions 100%
  • Tomography 100%
  • Positron 100%
  • Image Reconstruction 100%
  • Stochastics 100%
  1 Citation (SciVal)

• Improving Regional Rainfall Forecasts using Convolutional-Neural Networks

  Barnes, A., McCullen, N. & Kjeldsen, T., 30 Apr 2021, EGU General Assembly 2021, online, 19-30 April 2021. EGU, 1 p. egu21-11105

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  Open Access

  • United Kingdom 100%
  • Root-Mean-Square Error 100%
  • Air Temperature 66%
  • Sea Level Pressure 66%
  • England 33%

• PREDICTION OF FLOW PATH PRESSURE DROPS IN CURVED GALLERIES FOR ADDITIVELY MANUFACTURED HYDRAULIC MANIFOLDS

  Hashan Peiris, L. D., Plummer, A., Roesner, J., Dhokia, V. & Essink, W., 13 Dec 2021, (E-pub ahead of print) Proceedings of ASME/BATH 2021 Symposium on Fluid Power and Motion Control, FPMC 2021. U. S. A.: The American Society of Mechanical Engineers(ASME), (Fluid Power Systems and Technology).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Hydraulics 100%
  • Pressure Drop 100%
  • Flow Path 100%
  • Additive Manufacturing 40%
  • Computational Fluid Dynamics 20%
  2 Citations (SciVal)

• Robust design of inhibitory neuronal networks displaying rhythmic activity

  Taylor, J., Abu Hassan, K., van Bavel, J., Vos, M. & Nogaret, A., 17 May 2021, Springer Proceedings in Mathematics and Statistics. Cham, Switzerland: Springer, Vol. 364. p. 187-198 9 p.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Robust Design 100%
  • Pattern Generator 100%
  • Oscillator 100%
  • Parameter Estimation 100%
  • Dynamics 100%

• Understanding Training-Data Leakage from Gradients in Neural Networks for Image Classification

  Chen, C. & Campbell, N., Oct 2021, (Acceptance date) NeurIPS 21 Workshop 'Privacy in Machine Learning'.

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
• 2020

  Acoustic signatures of shipping, weather and marine life: Comparison of ne pacific and arctic soundscapes

  Blondel, P., Dell, B. & Suriyaprakasam, C., 27 Oct 2020, (E-pub ahead of print) International Conference on Underwater Acoustics, ICUA 2020. Institute of Acoustics, 070011. (Proceedings of the Institute of Acoustics; vol. 40).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Canada 100%
  • Open Water 100%
  • Sound Pressure 100%
  • Multivariate Analysis 100%
  • Chukchi Sea 100%
  1 Citation (SciVal)

• A methodology For Modelling Microclimates: A Ladybug-tools and ENVI-met verification study

  Ibrahim, Y., Kershaw, T. & Shepherd, P., 3 Sept 2020, PLEA 2020 - 35th PLEA Conference on Passive and Low Energy Architecture Planning Post Carbon Cities, Proceedings. Alvarez, J. R., Goncalves, J. C. S., Goncalves, J. C. S. & Goncalves, J. C. S. (eds.). University of A Coruna and Asoc, p. 1035-1040 6 p. (PLEA 2020 - 35th PLEA Conference on Passive and Low Energy Architecture Planning Post Carbon Cities, Proceedings; vol. 2).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Microclimate 100%
  • Computational Fluid Dynamics 25%
  • Design Solution 25%
  • Metrics 25%
  • Design Model 25%
  15 Citations (SciVal)

• Curtains in CAD: Why Are They a Problem and How Do We Fix Them?

  Nair, A., Davenport, J. & Sankaran, G., 8 Jul 2020, Mathematical Software – ICMS 2020 - 7th International Conference, Proceedings. Bigatti, A. M., Carette, J., Davenport, J. H., Joswig, M. & de Wolff, T. (eds.). Singapore: Springer, Singapore, p. 17-26 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12097 LNCS).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Hypersurfaces 100%
  • Computer Aided Design 100%
  • Tradeoff 50%
  • Efficient Algorithm 33%
  7 Citations (SciVal)

• Detailed dynamic modelling of an integrated hydraulic actuator

  Wilson, D., Georgilas, I., Plummer, A., Iravani, P. & Sangiah, D., 21 Oct 2020, (E-pub ahead of print) BATH/ASME 2020 Symposium on Fluid Power and Motion Control, FPMC 2020. American Society of Mechanical Engineers (ASME), 10 p. V001T01A039. (BATH/ASME 2020 Symposium on Fluid Power and Motion Control, FPMC 2020).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

  • Hydraulics 100%
  • Actuator 100%
  • Dynamic Behavior 50%
  • Flow Characteristics 50%
  • Power Density 50%
  1 Citation (SciVal)

• Random walks on randomly evolving graphs

  Cai, L., Sauerwald, T. & Zanetti, L., 31 Dec 2020, Structural Information and Communication Complexity: SIROCCO 2020. Richa, A. & Scheideler, C. (eds.). Springer, Cham; Fondazione C.I.M.E., Florence, p. 111-128 18 p. (Lecture Notes in Computer Science; vol. 12156).

  Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
  5 Citations (SciVal)