| 2026 | ICCS | Comparison of Epistemic Uncertainty Quantification Methods for Out-of-Distribution Detection in Autoencoder-RNN Surrogate Model of Molecular-Continuum Flow Simulations. | Sabrina Ebert, Olga Catalan Aragall, Malte Buschmann, Philipp Neumann |
| 2026 | ICCS | Adaptive Resolution Scheme for Non-additive Molecular Three-Body Potentials. | Jose Alfonso Pinzon Escobar, Philipp Neumann |
| 2026 | ICCS | Bit Level Data Unpacking Using Heterogeneous Architecture Setups. | Mohammad Nasir Jan Momed, Freya Blekman, Malte Buschmann, Christoph Wissing, Philipp Neumann |
| 2026 | ISPDC | SIMD Vectorization of the Three-Body Axilrod-Teller-Muto Potential. | Jose Alfonso Pinzon Escobar, Amartya Das Sharma, Philipp Neumann |
| 2026 | ISPDC | Pooling HPC Resources Across Organizations and Reducing Carbon Emissions with Transparent, User-Centric Meta-Scheduling. | Ruben Horn, Marco Pla, Philipp Neumann |
| 2026 | Networking | Metadata driven reconstruction of enterprise network segmentation from communication logs. | Philipp Neumann, Jrg Keller |
| 2025 | ICCS | Node-Level Performance of Adaptive Resolution in ls1 Mardyn. | Jose Alfonso Pinzon Escobar, Alex Hocks, Philipp Neumann |
| 2025 | ICCS | Static Load Balancing for Molecular-Continuum Flow Simulations with Heterogeneous Particle Systems and on Heterogeneous Hardware. | Amartya Das Sharma, Louis Viot, Piet Jarmatz, Hauke Preu, Philipp Neumann |
| 2024 | ISCAS | An S-band SiGe BiCMOS Transmitter for an NV Center Based Quantum Magnetometer. | Hadi Lotfi, Michal Kern, Thomas Unden, Jochen Scharpf, Ilai Schwartz, Philipp Neumann, Jens Anders |
| 2024 | ISPDC | Towards Green HPC Job Outsourcing: Energy Models for Molecular Dynamics Simulations on Three Clusters. | Ruben Horn, Philipp Neumann |
| 2024 | ISPDC | SmartShip: Data Decoding Optimization for Onboard AI Anomaly Detection. | Pavle Ivanovic, Alexander Windmann, Philipp Neumann |
| 2023 | ICCS | Convolutional Recurrent Autoencoder for Molecular-Continuum Coupling. | Piet Jarmatz, Sebastian Lerdo, Philipp Neumann |
| 2023 | ISPDC | System Architecture for Real-time Condition Monitoring and Anomaly Detection on Ships. | Pavle Ivanovic, Ali Ganbarov, Philipp Neumann |
| 2021 | ICCS | MaMiCo: Non-Local Means Filtering with Flexible Data-Flow for Coupling MD and CFD. | Piet Jarmatz, Felix Maurer, Philipp Neumann |
| 2020 | ICCS | Open Boundary Modeling in Molecular Dynamics with Machine Learning. | Philipp Neumann, Niklas Wittmer |
| 2019 | EuroPar | Sparse Grid Regression for Performance Prediction Using High-Dimensional Run Time Data. | Philipp Neumann |
| 2019 | ICCS | MaMiCo: Parallel Noise Reduction for Multi-instance Molecular-Continuum Flow Simulation. | Piet Jarmatz, Philipp Neumann |
| 2016 | EuroPar | Lattice Boltzmann Flow Simulation on Android Devices for Interactive Mobile-Based Learning. | Philipp Neumann, Michael Zellner |
| 2016 | HiPC | HiPC 2016 Workshop 3: Workshop on High Performance Computing and Big Data in Molecular Engineering (HBME). | Martin Thomas Horsch, Colin W. Glass, Philipp Neumann, Jayant K. Singh |
| 2016 | HiPC | Load Balancing for Molecular Dynamics Simulations on Heterogeneous Architectures. | Steffen Seckler, Nikola Tchipev, Hans-Joachim Bungartz, Philipp Neumann |
| 2015 | EuroPar | Teamwork Across Disciplines: High-Performance Computing Meets Engineering. | Philipp Neumann, Christoph Kowitz, Felix S. Schranner, Dmitrii Azarnykh |
| 2015 | EuroPar | Optimized Force Calculation in Molecular Dynamics Simulations for the Intel Xeon Phi. | Nikola Tchipev, Amer Wafai, Colin W. Glass, Wolfgang Eckhardt, Alexander Heinecke, Hans-Joachim Bungartz, Philipp Neumann |
| 2014 | ICCS | Rendering of Feature-rich Dynamically Changing Volumetric Datasets on GPU. | Martin Schreiber, Atanas Atanasov, Philipp Neumann, Hans-Joachim Bungartz |
| 2013 | GI | A CEP Technology Stack for Situation Recognition on the Gumstix Embedded Controller. | Stephan Grimm, Thomas Hubauer, Thomas A. Runkler, Carlos Pachajoa, Felix Rempe, Marco Seravalli, Philipp Neumann |
| 2012 | ISPDC | A Coupling Tool for Parallel Molecular Dynamics-Continuum Simulations. | Philipp Neumann, Nikola Tchipev |