Search Results - Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling

A Generative Adversarial Imitation Learning Approach for Realistic Aircraft Taxi-Speed Modeling

Authors: Duc-Thinh Pham Thanh-Nam Tran Sameer Alam et al.

Contributors: Duc-Thinh Pham Thanh-Nam Tran Sameer Alam et al.

Source: IEEE Transactions on Intelligent Transportation Systems. 23:2509-2522

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Engineering::Aeronautical engineering::Flight simulation, Computer science and engineering::Computing methodologies::Artificial intelligence [Engineering], Aeronautical engineering::Flight simulation [Engineering], 0202 electrical engineering, electronic engineering, information engineering, Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Generative Adversarial Imitation Learning, 02 engineering and technology, Computer science and engineering::Computing methodologies::Simulation and modeling [Engineering], Aircraft Ground Movement

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/152909/2/IEEE_T_ITS_FINAL_VERSION.pdf
https://ieeexplore.ieee.org/abstract/document/9576546/metrics
https://hdl.handle.net/10356/152909

Efficient Parallel Simulation over Large-scale Social Contact Networks

Authors: Wu, Yulin Cai, Wentong Li, Zengxiang et al.

Contributors: Wu, Yulin Cai, Wentong Li, Zengxiang et al.

Source: ACM Transactions on Modeling and Computer Simulation. 29:1-25

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, 0301 basic medicine, Parallel and Distributed Simulation, 0303 health sciences, 03 medical and health sciences, Computer science and engineering::Computing methodologies::Simulation and modeling [Engineering], Skewed Degree Distribution

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/143058/2/2017_TOMACS_A2LSim__Copy__revision.pdf
https://dr.ntu.edu.sg/handle/10356/143058
https://dr.ntu.edu.sg/bitstream/10356/143058/2/2017_TOMACS_A2LSim__Copy__revision.pdf
https://hdl.handle.net/10356/143058
https://dblp.uni-trier.de/db/journals/tomacs/tomacs29.html#WuCLTH19
https://dl.acm.org/doi/10.1145/3265749
https://hdl.handle.net/10356/143058

Modelling aircraft priority assignment by air traffic controllers during taxiing conflicts using machine learning

Authors: Duggal, Vidurveer Tran, Thanh-Nam Pham, Duc-Thinh et al.

Contributors: Duggal, Vidurveer Tran, Thanh-Nam Pham, Duc-Thinh et al.

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Airport Surface Movement, Conflict Resolution, Machine Learning

File Description: application/pdf

Relation: Duggal, V., Tran, T., Pham, D. & Alam, S. (2022). Modelling aircraft priority assignment by air traffic controllers during taxiing conflicts using machine learning. Winter Simulation Conference 2022.; https://hdl.handle.net/10356/164156; https://dl.acm.org/conference/wsc

Availability: https://hdl.handle.net/10356/164156
https://dl.acm.org/conference/wsc

Modeling perception errors in autonomous vehicles and their impact on behavior

Authors: Piazzoni, Andrea Lyu Chen Interdisciplinary Graduate School (IGS) et al.

Contributors: Piazzoni, Andrea Lyu Chen Interdisciplinary Graduate School (IGS) et al.

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence

File Description: application/pdf

Relation: Piazzoni, A. (2023). Modeling perception errors in autonomous vehicles and their impact on behavior. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/170164; https://hdl.handle.net/10356/170164

Availability: https://hdl.handle.net/10356/170164
https://doi.org/10.32657/10356/170164

Modelling, exploration and optimization of hardware accelerators for deep learning applications

Authors: Dutt, Arko Mohamed M. Sabry Aly School of Computer Science and Engineering et al.

Contributors: Dutt, Arko Mohamed M. Sabry Aly School of Computer Science and Engineering et al.

Subject Terms: Engineering::Computer science and engineering::Hardware::Integrated circuits, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling

File Description: application/pdf

Relation: Dutt, A. (2023). Modelling, exploration and optimization of hardware accelerators for deep learning applications. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/164987; https://hdl.handle.net/10356/164987

Availability: https://hdl.handle.net/10356/164987
https://doi.org/10.32657/10356/164987

Towards a greener Extended-Arrival Manager in air traffic control: A heuristic approach for dynamic speed control using machine-learned delay prediction model

Authors: Lim Zhi Jun Sameer Alam Imen Dhief et al.

Contributors: Lim Zhi Jun Sameer Alam Imen Dhief et al.

Source: Journal of Air Transport Management. 103:102250

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Computer science and engineering::Computing methodologies::Artificial intelligence [Engineering], Engineering::Aeronautical engineering::Aviation, 05 social sciences, 02 engineering and technology, Speed Control, Computer science and engineering::Computing methodologies::Simulation and modeling [Engineering], Air Traffic Control, Machine Learning, 0203 mechanical engineering, 0502 economics and business, Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Aeronautical engineering::Aviation [Engineering], Extended Arrival Management

File Description: application/pdf

Access URL: https://hdl.handle.net/10356/160175

Enhancing fixed transit services with demand-responsive limited-stop services considering alternative routes

Authors: Lee, Kelvin Jiang, Yu Dauwels, Justin et al.

Contributors: Lee, Kelvin Jiang, Yu Dauwels, Justin et al.

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Engineering::Civil engineering::Transportation, Public Transport, Limited-Stop Service, Transit Assignment, Data-Driven Optimisation, Reinforcement Learning

File Description: application/pdf

Relation: AISG2-GC-2023-007; https://hdl.handle.net/10356/171866; https://www.hksts.org/conf23.htm

Availability: https://hdl.handle.net/10356/171866
https://www.hksts.org/conf23.htm

Identifying essential pairwise interactions in elastic network model using the alpha shape theory

Authors: Koehl, Patrice Lu, Lanyuan Xia, Fei et al.

Contributors: Koehl, Patrice Lu, Lanyuan Xia, Fei et al.

Source: Journal of Computational Chemistry. 35:1111-1121

Subject Terms: Models, Molecular, 0301 basic medicine, 0303 health sciences, Databases and Information Systems, elastic network model, Protein Conformation, DRNTU::Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], Proteins, 03 medical and health sciences, alpha shape theory, ANM, Models, Chemical, Anisotropy, Computer Simulation, Algorithms, ENM

Access URL: https://pubmed.ncbi.nlm.nih.gov/24648309
https://core.ac.uk/display/155249741
https://dblp.uni-trier.de/db/journals/jcc/jcc35.html#XiaTYWHKL14
https://europepmc.org/article/MED/24648309
https://onlinelibrary.wiley.com/doi/abs/10.1002/jcc.23587
https://ink.library.smu.edu.sg/sis_research/4038/
https://dr.ntu.edu.sg/handle/10220/19660
https://hdl.handle.net/10356/99961
http://hdl.handle.net/10220/19660

Replica Placement in P2P Storage: Complexity and Game Theoretic Analyses

Authors: Rzadca, Krzysztof Datta, Anwitaman Buchegger, Sonja et al.

Contributors: Rzadca, Krzysztof Datta, Anwitaman Buchegger, Sonja et al.

Source: 2010 IEEE 30th International Conference on Distributed Computing Systems. :599-609

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 0202 electrical engineering, electronic engineering, information engineering, Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity [DRNTU], 02 engineering and technology

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/91297/1/serenity.pdf
http://hdl.handle.net/10220/6493
https://hdl.handle.net/10356/91297

FUSE: a system for data-driven multi-level functional summarization of protein interaction networks

Authors: Seah, Boon-Siew Dewey Jr., C. Forbes Yu, Hanry et al.

Contributors: Seah, Boon-Siew Dewey Jr., C. Forbes Yu, Hanry et al.

Source: Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. :847-850

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0206 medical engineering, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/ihi/ihi2012.html#SeahBDY12
https://dr.ntu.edu.sg/handle/10220/16669
https://dl.acm.org/doi/10.1145/2110363.2110470
https://hdl.handle.net/10356/107171
http://hdl.handle.net/10220/16669

Accelerating optimistic HLA-based simulations in virtual execution environments

Authors: LI, Zengxiang LI, Xiaorong TA, Nguyen Binh Duong et al.

Contributors: LI, Zengxiang LI, Xiaorong TA, Nguyen Binh Duong et al.

Source: Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. :211-220

Subject Terms: VM Scheduling, Optimistic Synchronization, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 0202 electrical engineering, electronic engineering, information engineering, Software Engineering, 02 engineering and technology, Cloud Computing, HLA-based Simulations, Virtual Execution Environment

File Description: application/pdf

Access URL: https://ink.library.smu.edu.sg/sis_research/4769
https://dr.ntu.edu.sg/handle/10220/17543?show=full
https://ink.library.smu.edu.sg/sis_research/4769/
https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5772&context=sis_research
https://dblp.uni-trier.de/db/conf/pads/pads2013.html#LiLDCT13
https://hdl.handle.net/10356/98208
http://hdl.handle.net/10220/17543

The Idle Period Distribution for CSMA/CA Networks for Spectrum Sensing Applications

Authors: Lau, Chiew Tong Jayabal, Raymond J. School of Computer Engineering et al.

Contributors: Lau, Chiew Tong Jayabal, Raymond J. School of Computer Engineering et al.

Source: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring). :1-5

Subject Terms: 0203 mechanical engineering, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/vtc/vtc2012s.html#JayabalL12
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006240146
http://dblp.uni-trier.de/db/conf/vtc/vtc2012s.html#JayabalL12
https://dr.ntu.edu.sg/handle/10220/16547
https://hdl.handle.net/10356/102131
http://hdl.handle.net/10220/16547

A Throughput Model for CSMA/CA with a Cross-Layer Payload-Dropping Optimization

Authors: Lau, Chiew Tong Jayabal, Raymond J. School of Computer Engineering et al.

Contributors: Lau, Chiew Tong Jayabal, Raymond J. School of Computer Engineering et al.

Source: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring). :1-5

Subject Terms: 0203 mechanical engineering, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/vtc/vtc2012s.html#JayabalL12a
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006240147
http://dblp.uni-trier.de/db/conf/vtc/vtc2012s.html#JayabalL12a
https://ieeexplore.ieee.org/document/6240147/
https://dr.ntu.edu.sg/handle/10220/16553?show=full
http://ieeexplore.ieee.org/document/6240147/
https://hdl.handle.net/10356/104044
http://hdl.handle.net/10220/16553

Living innovation laboratory model design and implementation

Authors: Zheng, Yuting Miao Chun Yan School of Computer Engineering

Contributors: Zheng, Yuting Miao Chun Yan School of Computer Engineering

Subject Terms: FOS: Computer and information sciences, 2. Zero hunger, Computer Science - Computers and Society, 9. Industry and infrastructure, 0502 economics and business, 05 social sciences, Computers and Society (cs.CY), Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], Computer Science - Human-Computer Interaction, Engineering::Computer science and engineering::Information systems::Models and principles [DRNTU], Human-Computer Interaction (cs.HC)

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/65243/1/Thesis_LILdesign_201501.pdf
http://arxiv.org/abs/1601.07250
https://dr.ntu.edu.sg/bitstream/10356/65243/1/Thesis_LILdesign_201501.pdf
https://arxiv.org/pdf/1601.07250.pdf
https://dr.ntu.edu.sg/handle/10356/65243
https://128.84.21.199/abs/1601.07250
https://dblp.uni-trier.de/db/journals/corr/corr1601.html#Zheng16
https://arxiv.org/abs/1601.07250
https://hdl.handle.net/10356/65243

Modelling slum dynamics using an integrated agent based simulation framework

Authors: Roy, Debraj Michael Lees Bo An et al.

Contributors: Roy, Debraj Michael Lees Bo An et al.

Subject Terms: Social sciences::Statistics [DRNTU], DRNTU::Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, DRNTU::Social sciences::Statistics, 11. Sustainability, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 1. No poverty

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/72386/1/Debraj%20Roy%20Thesis%28G1202510C%29.pdf
https://dr.ntu.edu.sg/handle/10356/72386
https://dr.ntu.edu.sg/bitstream/10356/72386/1/Debraj%20Roy%20Thesis%28G1202510C%29.pdf
https://repository.ntu.edu.sg/handle/10356/72386?show=full
http://hdl.handle.net/10356/72386

Molecular modeling and statistical analysis on proteins and lipids

Authors: Ping, Zhi Su Haibin School of Materials Science & Engineering

Contributors: Ping, Zhi Su Haibin School of Materials Science & Engineering

Subject Terms: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], Science::Chemistry::Analytical chemistry::Proteins [DRNTU], DRNTU::Science::Chemistry::Analytical chemistry::Proteins

File Description: application/pdf

Access URL: https://dr.ntu.edu.sg/bitstream/10356/73737/1/PZ%20Phd%20Thesis.pdf
http://hdl.handle.net/10356/73737

Towards greener airport surface operations: a reinforcement learning approach for autonomous taxiing

Authors: Tran, Thanh-Nam Pham Duc-Thinh Alam, Sameer et al.

Contributors: Tran, Thanh-Nam Pham Duc-Thinh Alam, Sameer et al.

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Engineering::Civil engineering::Transportation, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Autonomous Taxi, Reinforcement Learning, Fuel Burn, Optimal Speed

File Description: application/pdf

Relation: https://hdl.handle.net/10356/162776

Availability: https://hdl.handle.net/10356/162776
https://www.jstage.jst.go.jp/browse/-char/en

Multi-agent deep reinforcement learning for mix-mode runway sequencing

Authors: Shi, Limin Pham, Duc-Thinh Alam, Sameer et al.

Contributors: Shi, Limin Pham, Duc-Thinh Alam, Sameer et al.

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Reinforcement Learning, Runway Sequencing, Airport Optimization, Multi-Agent Approach

File Description: application/pdf

Relation: https://hdl.handle.net/10356/162775; 586; 593

Availability: https://hdl.handle.net/10356/162775
https://doi.org/10.1109/ITSC55140.2022.9922221

A multi-agent reinforcement learning approach for system-level flight delay absorption

Authors: Malhotra, Kanupriya Lim, Zhi Jun Alam, Sameer et al.

Contributors: Malhotra, Kanupriya Lim, Zhi Jun Alam, Sameer et al.

Subject Terms: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling, Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence, Engineering::Aeronautical engineering::Air navigation, Multi-Agent, Reinforcement Learning, Extended Arrival Management, Air Traffic Management

File Description: application/pdf

Relation: https://hdl.handle.net/10356/160172; https://dl.acm.org/conference/wsc

Availability: https://hdl.handle.net/10356/160172
https://dl.acm.org/conference/wsc

SEMSim: A Distributed Architecture for Multi-scale Traffic Simulation

Authors: Xu, Yadong Aydt, Heiko Lees, Michael et al.

Contributors: Xu, Yadong Aydt, Heiko Lees, Michael et al.

Source: 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation. :178-180

Subject Terms: 13. Climate action, 11. Sustainability, 0502 economics and business, 05 social sciences, Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling [DRNTU], 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 7. Clean energy

Access URL: http://mediatum.ub.tum.de/doc/1285857/document.pdf
https://hdl.handle.net/10356/100971
http://hdl.handle.net/10220/16759