Selected Publications

Journal papers

·        S.Gupta, R.Seshadri, B.Atasoy, A Prakash, F.Pereira, G.Tan and M.Ben-Akiva, “Real-time Predictive Control Strategy Optimization”, Transport Research Record, 2674(30), pp 1 -11. 2020.

·        V.A.An and G.Tan, "A Framework for Mesoscopic Traffic Simulation in GPU", IEEE Transactions of Parallel and Distributed Systems, 30(8), pp 1691-1703. Jan 2019.

·        S.Hetu, S.Gupta, G.Tan and V.A.Vu, "A Simulation Framework for Crisis Management: Design and Use", Journal of Simulation Modelling Practice and Theory, Vol 85, pp 15-32, June 2018.

·        X. Song, Z. Xie, Y. Xu, G. Tan, Wenjie Tang, Jing Bi, and Xiaosong Li, “Supporting Real-world Network-oriented Mesoscopic Traffic Simulation on  GPU”, Journal of Simulation Modelling Practice and Theory, Vol 74, pp 46-63. May 2017.

·        X. Song, W. Shi, G.Tan, Y. Ma, "Multi-level Tolerance Opinion Dynamics in Military Command and Control Networks", Physica A - Statistical Mechanics and its Applications, 437: 322-333, Elsevier, 2015.

·        Xu, Y., Song, X. , Wen, Z., and Tan, G., “An Entry Time based Supply Framework (ETSF) for Mesoscopic Traffic Simulations”, Simulation Modelling Practice and Theory, 47, pp 182-195, 2014.

·        C.Raczy, G,Tan, and J.Yu, "A Sort-based DDM Matching Algorithm for HLA", ACM Transactions on Modeling and Simulation, Vol 15, Issue 1, pg 14-38. Jan 2005.

·        S.Taylor, R.Sudra, T.Janahan, G.Tan, J.Ladbrooke, "GRIDS-SCF: An Infrastructure for Distributed Supply Chain Simulation", Special Issue, Simulation, Vol 78, No. 5, May 2002.

·        F.Moradi, R.Ayani, and G.Tan, "Ownership Management in Air Traffic Control Simulations using HLA/RTI", Parallel and Distributed Computing Practices, Vol. 4, No. 1, June 2001, Nova Science Publishers.

·        G.Tan and Liang Xu, "An Agent-based DDM Filtering Mechanism for HLA", Special Issue, Simulation, Vol 76, No. 6, June 2001.

·        D.J. Abel, B.C. Ooi, K.L. Tan and S.H. Tan, "Towards Integrated Geographical Information Processing", International Journal of Geographical Information Systems (Taylor & Francis), Vol 12, No. 4, June 1998, pg 353-371.

·        G.S.H.Tan and W.N.Chin, "Load Balancing and Scheduling in a Neighbourhood-Based Multiprocessor", Computers and Artificial Intelligence, Vol 14, No 1, 35-56, 1995.

Conference papers

·        C.Wang, S.Cai, G.Tan, “GraphTCN: Spatio-Temporal Interaction modelling for Human Trajectory Prediction”, Proceedings of 2021 IEEE Winter Conference on Applications of Computer Vision (WACV’21), pp 3449-3458, Feb 2021.

·        M.S.Shalihin, G.Tan, “Enhancing Realism in Simulation through Deep Learning”, Proceedings of Winter Simulation Conference 2019, pp 2795-2806, Dec 2019.

·        G.D’Angelo, S.Ferreti, G.Tan, “Internet-based Adaptive Distributed Simulation of Mobile Ad-hoc Networks, Proceedings of Winter Simulation Conference 2019, pp 2641-2652, Dec 2019.

·        M.S.Shalihin, G.Tan, “Machine Learning Aided Simulation of Public Transport Utilization”, Poster paper, Proceedings of 2018 IEEE/ACM Int’; Symposium on Distributed Simulation and Real-Time Applications (DSRT’18), pp 253-254, Oct 2018.

·        Vu Vinh An, H. Hashemi, R. Seshadri, G. Tan, Moshe Ben-Akiva, "Predictive Distance-based Toll Optimization Under Elastic Demand for Real-Time Traffic Management", TRB 97th Annual Meeting 2018, USA, Jan 2018.

·        D.Chen, G.Tan, A.Fagette and S.Chai, “Simulating crowd motion using density estimation and optical flow”, Proceedings of Winter Simulation Conference 2017, pp. 1169-1180. Dec 2017.

·        Vu Vinh An, G. Tan, “High Performance Mesoscopic Traffic Simulation with GPU for Large Scale Networks”, Proceedings of 21st International Symposium on Distributed Simulation and Real-time Applications, Rome, Italy, October 2017.

·        M.S.Shalihin, S.Keoh, G.Tan, “Efficient Journey Planning and Congestion Prediction through Deep Learning”, Proceedings of 2017 Int’l Smart Cities Conference (ISC2), Sep 2017.

·        Gupta, S., Tan, G., "A scalable parallel implementation of evolutionary algorithms for multi-objective optimization on GPUs," in Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC), p.1567-1574, 25-28 May 2015.

·        Gupta, S., Seshadri R., Atasoy, B., Pereira, F., Wang, S., Vu, V., Tan, G., Dong, W., Lu, Y., Antoniou, C. and Ben-Akiva, M.,“Real Time Optimisation of Network Control Strategies in DynaMIT 2.0”, in TRB 95th Annual Meeting 2016, USA, Jan 2016.

·        P.Singhal, G. Tan, K. Basak, and B. Marimuthu, “Visualisation of Urban Traffic for the Management of Smart Cities”, Proceedings of 9th EAI International Conference on Simulation Tools and Techniques, Prague, Czech Republic, August 2016.

·        J. Son, S. Gupta, G. Tan, “Bayesian Optimisation in High Dimensional Input Space”, Proceedings of 9th EAI International Conference on Simulation Tools and Techniques, Prague, Czech Republic, August 2016.

·          Xu, Y. and Tan, G., “Sim-Tree: Indexing Moving Objects in Large-Scale Parallel Microscopic Traffic Simulation”, in proceedings of Principles of Advanced and Distributed Simulation, SIGSIM PADS 2014, Denver, Colorado, USA, May 2014.

·        Xu, Y., Tan, G., Li, X. and Song, X., “Mesoscopic Traffic Simulation on CPU/GPU”, in Proceedings of Principles of Advanced and Distributed Simulation, SIGSIM PADS 2014, Denver, Colorado, USA, May 2014.

·        Vu, V.-A., Park, E., Tan, G., Ben-Akiva, M., “A Simulation-based Framework for the Generation and Evaluation of Incident Management Strategies”, in proceedings of Annual Simulation Symposium, Tampa, Florida, USA, 2014.

·        Vu, V.-A., Park, E., Tan, G., “Symbiotic Simulation for the Generation and Simulation of Incident Management Strategies”, in proceedings of the AsiaSim 2013, Communications in Computer and Information Science, 402, 397–402, Singapore, November 2013.

·        Y. Xu and G. Tan, “An Offline Road Network Partitioning Solution in Distributed Transportation Simulation”, in proceedings of 16th IEEE/ACM International Symposium on Distributed Simulation and Real-time Applications, Dublin, Ireland, Oct 2012.

·        Y. Xu and G. Tan, “hMETIS-Based Offline Road Network Partitioning”, in proceedings of Asiasim 2012, Shanghai, China, October 2012. (Springer).

·        Y. Xu and G. Tan, “Offline Road Network Partitioning in Distributed Transportation Simulation”, short paper in Principles of Advanced and Distributed Simulation 2012, Zhang Jia Jie, China, July 2012. (IEEE).

·        S. Hetu and G.Tan,” Potential Benefits of Symbiotic Simulation to Pedestrian Evacuation”, In proceedings of Asiasim09, Shiga, Japan, October 2009.

·        S. Hetu and G.Tan, “Proper Handling of Real Players in Serious Gaming Studies”, in proceedings of ISAGA’09, Singapore, June 09.

·        Hetu, S N and G S H Tan, "MMOHILS: A Simpler Approach to Valid Agents in Human Simulation Studies". In proceedings of Winter Simulation Conference 2008, InterContinental hotel, Miami,Florida, United States, December 2008.

·        Hetu, S N and G S H Tan, "Real-time Simulation in JAVA: A feasibility study". In proceedings of 7th International Conference on System Simulation and Scientific Computation Asiasim’08, Beijing, China.  October 2008.

·        Tan, G S H and G. Chan, "Crisis Management Simulation: Traffic Evacuation". 2nd Asia International Conference on Modelling and Simulation (2008). Washington DC: IEEE. (2nd Asia International Conference on Modelling and Simulation, 13 - 15 May 2008, Hotel Equatorial, Kuala Lumpur, Malaysia)

·        Tan, G S H and R. Lau, "Crisis Management Simulation: Spread of Diseases in National University of Singapore". Asia Simulation Conference 2007 (2007): 97-106. South Korea: Korea Society for Simulation. (Asia Simulation Conference 2007, 10 - 12 Oct 2007, Hoam Faculty House, Seoul National Univ, Seoul, South Korea)

·        F.Moradi, R.Ayani, S.Mokarizadeh, G. Shahmirzadi, G.Tan, "A Rule-based Approach to Syntactic and Semantic Composition of BOMs", proceedings of 11th IEEE International Symposium on Distributed Simulation and Real-time Applications, Chania, Greece, October 2007.