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Kreikemeyer, Justin N. and Andelfinger, Philipp (2023) Smoothing Methods for Automatic Differentiation Across Conditional Branches. IEEE Access, 11, pp. 143190-143211. ISSN 2169-3536.
Tan, Wen Jun and Andelfinger, Philipp and Cai, Wentong and Eckhoff, David and Knoll, Alois (2023) Spatial iterative coordination for parallel simulation-based optimization of large-scale traffic signal control. Simulation: Transactions of the Society for Modeling and Simulation International, ISSN 0037-5497 (online 1741-3133).
Andelfinger, Philipp and Uhrmacher, Adelinde M. (2023) Synchronous Speculative Simulation of Tightly Coupled Agents in Continuous Time on CPUs and GPUs. Simulation: Transactions of the Society for Modeling and Simulation International, ISSN 0037-5497 (online 1741-3133).
Andelfinger, Philipp (2022) Towards Differentiable Agent-Based Simulation. ACM Transactions on Modeling and Computer Simulation, 32 (4), pp. 1-26. ISSN 1049-3301.
Nguyen, Quang Anh Pham and Andelfinger, Philipp and Tan, Wen Jun and Cai, Wentong and Knoll, Alois (2021) Transitioning Spiking Neural Network Simulators to Heterogeneous Hardware. ACM Transactions on Modeling and Computer Simulation (TOMACS), 31 (2), pp. 1-26. ISSN 1049-3301 (print) 1558-1195 (online).
Andelfinger, Philipp and Xu, Yadong and Eckhoff, David and Cai, Wentong and Knoll, Alois (2020) Fidelity and Performance of State Fast-forwarding in Microscopic Traffic Simulations. ACM Transactions on Modeling and Computer Simulation, 30 (2), pp. 1-26. ISSN 1049-3301.
Xiao, Jiajian and Andelfinger, Philipp and Cai, Wentong and Richmond, Paul and Knoll, Alois and Eckhoff, David (2020) OpenABLext: An automatic code generation framework for agent‐based simulations on CPU‐GPU‐FPGA heterogeneous platforms. Concurrency and Computation: Practice and Experience, 32 (21), e5807. ISSN 1532-0626.
Su, Boyi and Andelfinger, Philipp and Kwak, Jaeyoung and Eckhoff, David and Cornet, Henriette and Marinkovic, Goran and Cai, Wentong and Knoll, Alois (2020) A passenger model for simulating boarding and alighting in spatially confined transportation scenarios. Journal of Computational Science, 45, p. 101173. ISSN 1877-7503.
Xiao, Jiajian and Andelfinger, Philipp and Eckhoff, David and Cai, Wentong and Knoll, Alois (2019) A Survey on Agent-based Simulation Using Hardware Accelerators. ACM Computing Surveys, 51 (6), pp. 1-35. ISSN 0360-0300.
Kotevska, Olivera and Andelfinger, Philipp (2022) Reinforcement Learning for Intelligent Building Energy Management System Control. In: Intelligent Data Mining and Analysis in Power and Energy Systems. Wiley-IEEE Press, pp. 371-386.
Andelfinger, Philipp and Kreikemeyer, Justin N. (2024) Automatic Gradient Estimation for Calibrating Crowd Models with Discrete Decision Making. In: 24th International Conference on Computational Science (ICCS 2024), 02-04 Jul 2024, Málaga, Spain.
Marotta, Romolo and Pellegrini, Alessandro and Andelfinger, Philipp (2024) Follow the Leader: Alternating CPU/GPU Computations in PDES. In: 38th ACM SIGSIM Principles of Advanced Discrete Simulation (PADS 2024), 24-26 Jun 2024, Atlanta, Georgia, USA.
Kreikemeyer, Justin N. and Andelfinger, Philipp and Uhrmacher, Adelinde M. (2024) Towards Learning Stochastic Population Models by Gradient Descent. In: 38th ACM SIGSIM Principles of Advanced Discrete Simulation (PADS 2024), 24-26 Jun 2024, Atlanta, Georgia, USA.
Piccione, Andrea and Andelfinger, Philipp and Pellegrini, Alessandro (2023) Hybrid Speculative Synchronisation for Parallel Discrete Event Simulation. In: SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2023), 21-23 Jun 2023, Orlando, Florida, USA. Proceedings, published by Association for Computing Machinery (ACM), New York, NY, USA, pp. 84-95.
Wilsdorf, Pia and Zuska, Marian and Andelfinger, Philipp and Peters, Florian and Uhrmacher, Adelinde M. (2023) Validation without Data - Formalizing Stylized Facts of Time Series. In: Winter Simulation Conference (WSC 2023), 10-13 Dec 2023, San Antonio, Texas, USA.
Andelfinger, Philipp and Köster, Till and Uhrmacher, Adelinde M. (2023) Zero Lookahead? Zero Problem. The Window Racer Algorithm. In: SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2023), 21-23 Jun 2023, Orlando, Florida, USA. Proceedings, published by Association for Computing Machinery (ACM), New York, NY, USA, pp. 1-11.
Andelfinger, Philipp and Cai, Wentong (2022) Advanced Tutorial:Parallel and Distributed Methods for Scalable Discrete Simulation. In: Winter Simulation Conference (WSC 2022), 11-14 Dec 2022, Singapore. Proceedings, published by IEEE, pp. 268-282.
Andelfinger, Philipp and Piccione, Andrea and Pellegrini, Alessandro and Uhrmacher, Adelinde M. (2022) Comparing Speculative Synchronization Algorithms for Continuous-Time Agent-Based Simulations. In: IEEE/ACM 26th International Symposium on Distributed Simulation and Real Time Applicatiions (DS-RT 2022), 26-28 Sep 2022, Alès, France. Proceedings, published by IEEE Computer Society, Los Alamitos, CA,USA, pp. 57-66.
Köster, Till and Herrmann, Leon and Andelfinger, Philipp and Uhrmacher, Adelinde M. (2022) GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks. In: Winter Simulation Conference (WSC 2022), 11-14 Dec 2022, Singapore. Proceedings, published by IEEE, pp. 2570-2581.
Xiao, Jiajian and Andelfinger, Philipp and Cai, Wentong and Eckhoff, David and Knoll, Alois (2022) OptCL: A Middleware to Optimise Performance for High Performance Domain-Specific Languages on Heterogeneous Platforms. In: 21th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2021), 03-05 Dec 2021, Xiamen, China. Proceedings, published by Springer International Publishing, Cham, pp. 772-791.
Meyer, Tom and Andelfinger, Philipp and Ruscheinski, Andreas and Uhrmacher, Adelinde M. (2022) Seamless Simulation-Based Verification and Validation of Event-Driven Software Systems. In: Winter Simulation Conference (WSC 2022), 11-14 Dec 2022, Singapore. Proceedings, published by IEEE, pp. 2130-2141.
Köster, Till and Uhrmacher, Adelinde M. and Andelfinger, Philipp (2022) Towards an Open Repository for Reproducible Performance Comparison of Parallel and Distributed Discrete-Event Simulators. In: ACM Conference SIGSIM Principles of Advanced Discrete Simulation (PADS 2022), 08-10 Jun 2022, Atlanta, GA, USA (Virtuell). Proceedings, published by ACM, New York, NY, USA, pp. 31-32.
Andelfinger, Philipp and Uhrmacher, Adelinde M. (2021) Optimistic Parallel Simulation of Tightly Coupled Agents in Continuous Time. In: The 25th International Symposium on Distributed Simulation and Real Time Applocations (IEEE/ACM DS-RT 2021), 27-29 Sep 2021, Valencia, Spain. Proceedings, published by IEEE Computer Society, Los Alamitos, CA, USA, pp. 1-9.
Tan, Wen Jun and Andelfinger, Philipp and Eckhoff, David and Cai, Wentong and Knoll, Alois (2021) Causality and Consistency of State Update Schemes in Synchronous Agent-based Simulations. In: 2021 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 31 May - 02 June, Suffolk, Virginia, USA. Proceedings, published by Association for Computing Machinery (ACM), New York, NY, USA, pp. 57-68.
Andelfinger, Philipp (2021) Differentiable Agent-Based Simulation for Gradient-Guided Simulation-Based Optimization. In: 2021 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS'21), 31 May - 02 June, Suffolk, Virginia, USA. Proceedings, published by Association for Computing Machinery (ACM), New York, NY, USA, pp. 27-38.
Wagner, Michael and Andelfinger, Philipp and Cornet, Henriette and Cai, Wentong and Knoll, Alois and Eckhoff, David (2020) Evaluation of Guidance Systems at Dynamic Public Transport Hubs using Crowd Simulation. In: Winter Simulation Conference (WSC 2020), 13-16 Dec 2020, Orlando, Florida, USA. Proceedings, published by IEEE Computer Society, pp. 123-134.
Andelfinger, Philipp and Eckhoff, David and Cai, Wentong and Knoll, Alois (2020) Fast-Forwarding of Vehicle Clusters in Microscopic Traffic Simulations. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2020), 15-17 Jun 2020, Miami, Florida, USA. Proceedings, published by ACM, New York, NY, USA, pp. 63-66.
Tan, Wen Jun and Andelfinger, Philipp and Xu, Yadong and Cai, Wentong and Knoll, Alois and Eckhoff, David (2020) Multi-thread State Update Schemes for Microscopic Traffic Simulation. In: Winter Simulation Conference (WSC 2020), 13-16 Dec 2020, Orlando, Florida, USA. Proceedings, published by IEEE Computer Society, pp. 182-193.
Xiao, Jiajian and Kilinç, Görkem and Andelfinger, Philipp and Eckhoff, David and Cai, Wentong and Knoll, Alois (2020) Pedal to the Bare Metal: Road Traffic Simulation on FPGAs Using High-Level Synthesis. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2020), 15-17 Jun 2020, Miami, Florida, USA. Proceedings, published by ACM, New York, NY, USA, pp. 117-121.
Xiao, Jiajian and Andelfinger, Philipp and Cai, Wentong and Richmond, Paul and Knoll, Alois and Eckhoff, David (2019) Advancing Automatic Code Generation for Agent-Based Simulations on Heterogeneous Hardware. In: The International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar'2019), 27 Aug 2019, Göttingen, Germany. Proceedings, published by Springer, Cham, pp. 308-319.
Su, Boyi and Andelfinger, Philipp and Eckhoff, David and Cornet, Henriette and Marinkovic, Goran and Cai, Wentong and Knoll, Alois (2019) An Agent-Based Model for Evaluating the Boarding and Alighting Efficiency of Autonomous Public Transport Vehicles. In: International Conference on Computational Science (ICCS 2019), 12-14 Jun 2019, Faro, Portugal. Proceedings, published by Springer, Cham, pp. 534-547.
Andelfinger, Philipp and Ivanchev, Jordan and Eckhoff, David and Cai, Wentong and Knoll, Alois (2019) From Effects to Causes: Reversible Simulation and Reverse Exploration of Microscopic Traffic Models. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2019), 03-05 Jun 2019, Chicago, IL, USA. Proceedings, published by ACM, New York, NY, USA, pp. 173-184.
Nguyen, Quang Anh Pham and Andelfinger, Philipp and Cai, Wentong and Knoll, Alois (2019) Transitioning Spiking Neural Network Simulators to Heterogeneous Hardware. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2019), 03-05 Jun 2019, Chicago, IL, USA. Proceedings, published by ACM, New York, NY, USA, pp. 115-126.
Krauss, Daniel and Paus, Fabian and Vahrenkamp, Nikolaus and Asfour, Tamim and Andelfinger, Philipp (2018) Evaluating and Optimizing Component-Based Robot Architectures Using Network Simulation. In: Winter Simulation Conference (WSC 2018), 09-12 Dec 2018, Gothenburg, Sweden. Proceedings, published by IEEE, pp. 1061-1072.
Yang, Mingyu and Andelfinger, Philipp and Cai, Wentong and Knoll, Alois (2018) Evaluation of Conflict Resolution Methods for Agent-Based Simulations on the GPU. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2018), 23-25 May 2018, Rome, Italy. Proceedings, published by ACM, New York, NY, USA, pp. 129-132.
Xiao, Jiajian and Andelfinger, Philipp and Eckhoff, David and Cai, Wentong and Knoll, Alois (2018) Exploring Execution Schemes for Agent-Based Traffic Simulation on Heterogeneous Hardware. In: International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 15-17 Oct 2018, Madrid, Spain. Proceedings, published by IEEE, pp. 1-10.
Andelfinger, Philipp and Xu, Yadong and Cai, Wentong and Eckhoff, David and Knoll, Alois (2018) Fast-Forwarding Agent States to Accelerate Microscopic Traffic Simulations. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2018), 23-25 May 2018, Rome, Italy. Proceedings, published by ACM, New York, NY, USA, pp. 113-124.
Andelfinger, Philipp and Chen, Yihao and Su, Boyi and Cai, Wentong and Zehe, Daniel and Eckhoff, David and Knoll, Alois (2018) Incremental Calibration of Seat Selection Preferences in Agent-Based Simulations of Public Transport Scenarios. In: Winter Simulation Conference (WSC 2018), 09-12 Dec 2018, Gothenburg, Sweden. Proceedings, published by IEEE, pp. 833-844.
Andelfinger, Philipp and Udayakumar, Sajeev and Cai, Wentong and Eckhoff, David and Knoll, Alois (2018) Model Preemption Based on Dynamic Analysis of Simulation Data to Accelerate Traffic Light Timing Optimisation. In: Winter Simulation Conference (WSC 2018), 09-12 Dec 2018, Gothenburg, Sweden. Proceedings, published by IEEE, pp. 652-663.
Baudis, Nikolai and Jacob, Florian and Andelfinger, Philipp (2017) Performance Evaluation of Priority Queues for Fine-Grained Parallel Tasks on GPUs. In: 2017 25th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MACOTS), 20-22 Sep 2017, Banff, AB, Canada. Proceedings, published by IEEE, pp. 1-11.
Liu, Xinhu and Andelfinger, Philipp (2017) Time Warp on the GPU. In: ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2017), 24-26 May 2017, Singapore. Proceedings, published by ACM, New York, NY, USA, pp. 109-120.
Neudecker, Till and Hayrapetyan, Arsen and Degitz, Alexander and Andelfinger, Philipp (2016) Consideration of Values in the Design of Access Control Systems. In: 46. Jahrestagung der Gesellschaft für Informatik, Informatik von Menschen für Menschen (INFORMATIK 2016), 26-30 Sep 2016, Klagenfurt, Austria. Proceedings, published by Gesellschaft für Informatik e.V., Bonn, Germany, pp. 275-288.
Neudecker, Till and Andelfinger, Philipp and Hartenstein, Hannes (2016) Timing Analysis for Inferring the Topology of the Bitcoin Peer-to-Peer Network. In: 2016 International IEEE Conference on Advanced and Trusted Computing (ATC), 18-21 Jul 2016, Toulouse, France. Proceedings, published by IEEE, pp. 358-367.
Andelfinger, Philipp and Hartenstein, Hannes (2015) Model-Based Concurrency Analysis of Network Simulations. In: 3rd ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2015), 10-12 Jun 2015, London, UK. Proceedings, published by ACM, New York, NY, USA, pp. 223-234.
Neudecker, Till and Andelfinger, Philipp and Hartenstein, Hannes (2015) A simulation model for analysis of attacks on the Bitcoin peer-to-peer network. In: 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM), Workshop on Security for Emerging Distributed Network Technologies (DISSECT), 11-15 May 2015, Ottawa, ON, Canada. Proceedings, published by IEEE, pp. 1327-1332.
Andelfinger, Philipp and Hartenstein, Hannes (2014) Exploiting the parallelism of large-scale application-layer networks by adaptive GPU-based simulation. In: Winter Simulation Conference (WSC 2014), 7-10 Dec 2014, Savannah, GA, USA. Proceedings, published by IEEE, pp. 3471-3482.
Andelfinger, Philipp and Keller, Matthias and Kühner, Holger and Hartenstein, Hannes (2014) From Implicit to Explicit Knowledge: A Tool for Preserving and Sharing Mental Links in Science. In: 17th ACM conference on Computer Supported Cooperative Work & Social Computing (CSCW Companion'14), 19-19 Feb 2014, Baltimore, MD, USA. Proceedings, published by ACM, New York, NY, USA, pp. 129-132.
Andelfinger, Philipp and Jünemann, Konrad and Hartenstein, Hannes (2014) Parallelism Potentials in Distributed Simulations of Kademlia-Based Peer-to-Peer Networks. In: 7th International ICST Conference on Simulation Tools and Techniques (SIMUTools 2014), 17-19 Mar 2014, Lisbon, Portugal. Proceedings, published by ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), Brussels, Belgium, pp. 41-50.
Andelfinger, Philipp and Hartenstein, Hannes (2013) Towards performance evaluation of conservative distributed discrete-event network simulations using second-order simulation. In: First ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (PADS 2013), 19-22 May 2013, Montreal, Quebec, Canada. Proceedings, published by ACM, New York, NY, USA, pp. 221-230.
Andelfinger, Philipp and Mittag, Jens and Hartenstein, Hannes (2011) GPU-Based Architectures and Their Benefit for Accurate and Efficient Wireless Network Simulations. In: IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2011), 25-27 Jul 2011, Singapore. Proceedings, published by IEEE Computer Society, Los Alamitos, CA, USA, pp. 421-424.
Junemann, Konrad and Andelfinger, Philipp and Hartenstein, Hannes (2011) Towards a Basic DHT Service: Analyzing Network Characteristics of a Widely Deployed DHT. In: 20th International Conference on Computer Communications and Networks (ICCCN 2011), 31.Jul-4.Aug 2011, Maui, HI, USA. Proceedings, published by IEEE, pp. 1-7.
Junemann, Konrad and Andelfinger, Philipp and Dinger, Jochen and Hartenstein, Hannes (2010) BitMON: A Tool for Automated Monitoring of the BitTorrent DHT. In: IEEE Tenth International Conference on Peer-to-Peer Computing (P2P), 25-27 Aug 2010, Delft, Netherlands. Proceedings, published by IEEE, pp. 1-2.
Andelfinger, Philipp (2016) Identifying and Harnessing Concurrency for Parallel and Distributed Network Simulation. PhD thesis, Department of Informatics, Karlsruhe Institute of Technology, Germany.
