Mar. 2022 - Oct. 2022 | Georg Pollak | Deep Learning for KORALI | Pascal Weber |
Aug. 2022 - Sep. 2022 | Manuel Schneider | Differentiable Solvers for Deep Learning | Pascal Weber |
May 2022 - Sep. 2022 | Jan Puntschart | Computational investigation of nanoscale heat transfer at water-graphene interfaces | Ermioni Papadopoulou |
Feb. 2022 - Jul. 2022 | Vyacheslav Samokhvalov | GPU-accelarated Poisson solver for the Navier-Stokes equations on an Adaptive Mesh | Michalis Chatzimanolakis |
Feb. 2022 - Jul. 2022 | Konstantinos Vontas | A machine learning application for the estimation of interface curvature in multiphase flows | Petr Karnakov, Pantelis Vlachas |
Feb. 2022 - Jul. 2022 | Michael van Huffel | A Theoretical Review of Evolutionary Strategies: Applications in Reinforcement Learning | Georgios Arampatzis |
Sep. 2021 - Jan. 2022 | Vyacheslav Samokhvalov | GPU-accelarated Poisson solver for the Navier-Stokes equations on an Adaptive Mesh | Michalis Chatzimanolakis |
Aug. 2021 - Jan. 2022 | Mustafa Zeqiri | Effective Multi-Agent Reinforcement Learning with Remember and Forget for Experience Replay
| Roger Wattenhofer (ETHZ), Pascal Weber |
Apr. 2021 - Nov. 2021 | Joan Clapes Roig | Surrogate Models for Reinforcement Learning | Pantelis Vlachas, Pascal Weber, Sergio Martin |
Apr. 2021 - Oct. 2021 | Yannick Bertschy | Skylight reflection model for polarimetric calibration of satellite cameras | Yoav Schechner (Technion) |
Mar. 2021 - May 2022 | Rada Böhning | Optimal Goal-oriented Allocation of Test Resources for the Quantification of Infections in an Epidemic | Georgios Arampatzis |
Mar. 2021 - Oct. 2021 | Sotirios Catsoulis | Spatiotemporal forecasting of fluid flows using Fourier neural operators, video prediction, convolutional recurrent neural networks, and multi-agent reinforcement learning | Pantelis Vlachas, Pascal Weber |
Mar. 2021 - Sep. 2021 | Noah Baumann | Using High-Performance Uncertainty Quantification Framework to calibrate Interatomic Potentials | Ivica Kicic, Ermioni Papadopoulou |
Feb. 2021 - Sep. 2021 | Ivan Mihajlovic Milin | Performance analysis of portable vector extensions with application to 3D reaction dissusion systems | Fabian Wermelinger |
Mar. 2021 - Aug. 2021 | Noah Marti | Performance analysis of a reinforcement learning framework | Sergio Martin, Daniel Wälchli, Pascal Weber |
Feb. 2021 - Jul. 2021 | Christopher Kotthoff | Distributed algorithm for connected component labeling applied to multiphase flow simulations | Petr Karnakov |
Mar. 2021 - May 2021 | Jan-Philipp von Bassewitz | Learning Residual Neural ODE Dynamics of Partially and Fully Observed Systems | Pantelis Vlachas |
Sep. 2020 - Feb. 2021 | Noah Baumann | A GPU implementation of the Stillinger-Weber potential | Ivica Kicic, Ermioni Papadopoulou |
Jun. 2020 - Feb. 2021 | Isidor Schoch | A Numerical Study and Implementation of Hamiltonian Monte Carlo With Application on Bayesian Epidemiological Modeling | Georgios Arampatzis, Fabian Wermelinger |
Mar. 2020 - Jan. 2021 | Franz Daxinger | Bayesian Inference for Spatial Epidemic Models | Georgios Arampatzis, Petr Karnakov |
Feb. 2020 - Dec. 2020 | Joshua Jeffrey | Learned Effective Dynamics of Flow Past Cylinder | Pantelis Vlachas |
May 2020 - Nov. 2020 | Sotirios Catsoulis | Numerical investigation of droplet impact on wettability-patterned woven meshes | Jens Walther |
Jun. 2020 - Sep. 2020 | Michele Pagani | Deep Reinforcement Learning for Tethered Fixed-wing Drones | Guido Novati |
Apr. 2020 - Sep. 2020 | Ioannis Mandralis | Reinforcement learning for the control of artificial swimmers in flow simulations | Guido Novati, Pascal Weber |
Mar. 2020 - Jul. 2020 | Zador Pataki | Physics Informed Neural Networks for Identification and Forecasting of Chaotic Dynamics | Pantelis Vlachas |
Oct. 2019 - Jul. 2020 | Pius Kriemler | Implementation of a Tumor Simulation Software with FEniCS | Julija Vogt, Georgios Arampatzis, Fabian Wermelinger |
Dec. 2019 - Jun. 2020 | Francesco Varoli | Improved Memories Learning For Sample Efficient Reinforcement Learning | Guido Novati, Pantelis Vlachas |
Apr. 2019 - May 2020 | Georges Pantalos | Recurrent Neural Networks on Partially Observable Dynamical Systems | Pantelis Vlachas |
May 2019 - Oct. 2019 | Dario Morandini | Distributed accelerated iterative linear solver for the 3D Navier-Stokes Equations | Pascal Weber, Guido Novati |
Apr. 2019 - Oct. 2019 | Martin Tschechne | A Study on Convolutional Autoencoder Architectures for the Latent Representation of Dynamical Systems and Fluid Flows | Martin Boden, Pantelis Vlachas |
Apr. 2019 - Sep. 2019 | Marta Tintore Gazulla | Deep learning for universal linear embeddings of nonlinear dynamics | Martin Boden |
Jan. 2019 - Aug. 2019 | Marco Buob | Locally adaptive dissipative particle dynamics | Lucas Amoudruz, Guido Novati |
Mar. 2019 - Jun. 2019 | Ioannis Mandralis | Generative Adversarial Networks for Modeling Stochastic Dynamical Systems | Pantelis Vlachas |
Feb. 2019 - Jun. 2019 | Liam Boyle | Sensitivity Analysis of Parameters for a Novel RBC Model | Xin Bian |
Feb. 2018 - Jun. 2019 | Ang Ye | Numerical simulation of the behaviour of water droplets suspended in the air | Petr Karnakov |
Sep. 2018 - May 2019 | Ario Battolla | Towards data-driven prediction of extreme events | Pantelis Vlachas |
Sep. 2018 - Mar. 2019 | Marc Bär | Uncertainty Quantification in High-Dimensional Chaotic Systems using Bayesian Deep Learning | Georgios Arampatzis, Pantelis Vlachas |
Sep. 2018 - Jan. 2019 | Frederic Tsang | Bubble flow reconstruction with convolutional neural networks | Petr Karnakov, Pantelis Vlachas |
May 2018 - Sep. 2018 | Tobias Gnägi | Hamiltonian Monte Carlo | Georgios Arampatzis |
Feb. 2018 - Aug. 2018 | Henri Rästas | Constrained optimization for tumor size minimization | Georgios Arampatzis |
Jan 2018 - Aug. 2018 | Qin Wang | Distribution Aligned Semi-Supervised Learning | Luc Van Gool (ETHZ) |
Jan. 2018 - Jul. 2018 | Jernej Fink | Uncertainty Quantication Using Neural Networks | Georgios Arampatzis, Pantelis Vlachas |
Mar. 2018 - Jun. 2018 | Max Stieber | Sparsity aware learning for recovering physical laws | Georgios Arampatzis |
Feb. 2018 - Jun. 2018 | Marc Bär | Covariance Matrix Adaptation Evolution Strategy for Hyperparameter Optimization of Recurrent Neural Networks | Georgios Arampatzis, Pantelis Vlachas |
Sep. 2017 - Apr. 2018 | Armand Sieber | Subgrid-scale modeling of cavity bubbly flows using Eulerian-Lagrangian approach | Fabian Wermelinger |
Oct. 2017 - Apr. 2018 | Stephanie Christ | Learning to write with viscous threads | L. Mahadevan (Harvard) |
Feb. 2017 - Feb. 2018 | Abhigyan Ghosh | Finding Improved Hyperparameters for CMA using Reinforcement Learning | Guido Novati, Georgios Arampatzis |
Nov. 2017 - Feb. 2018 | Guillaume Felley | Surrogate Model for Reinforcement Learning | Guido Novati |
Sep. 2017 - Dec. 2017 | Joshua Jeffrey | Automatic segmentation of particles in a flow using recurrent neural networks | Georgios Arampatzis |
May 2017 - Dec. 2017 | Claudius Dietsche | Particle-Particle interaction in oscillating inertial flows | Mehmet Toner (Harvard) |
May 2017 - Oct. 2017 | Gian Spescha | Circulating Tumor Cell identification with Neural Networks | Athena Economides, Guido Novati |
Mar. 2017 - Oct. 2017 | Yannick Huber | Load Balancing in distributed Reinforcement Learning | Guido Novati, Panos Chatzidoukas |
Feb. 2017 - Oct. 2017 | David Bachmann | Analysis and Visualization of a Hybrid Reinforcement Learning Algorithm | Sid Verma |
Feb. 2017 - Sep. 2017 | Sabine Python | Optimization of airfoil propulsion | Sid Verma |
Apr. 2017 - Aug. 2017 | Kailin Huang | The role of Fluid Mechanics in Zebrafish Regeneration | Sid Verma |
Mar. 2017 - Aug. 2017 | Sacha Schönbächler | Investigating the impact of the Red Blood Cell shape and deformability | Athena Economides, Dmitry Alexeev, Lucas Amoudruz |
Feb. 2017 - Aug. 2017 | GianAndrea Müller | Numerical comparison of Vortex methods and Finite Volume methods | Sid Verma |
Feb. 2017 - Aug. 2017 | Christof Perren | Non-uniform Grids in Cubism-MPCF with Application to Turbulent Channel Flow | Fabian Wermelinger |
Feb. 2017 - Jul. 2017 | Thomas Etterlin | Evaluation and GPU parallelization of integration schemes for dissipative particle dynamics | Sergey Litvinov |
Feb. 2017 - Jul. 2017 | Yannick Schaffner | Automatic Differentiation | Georgios Arampatzis, Panos Chatzidoukas |
Feb. 2017 - Jul. 2017 | Stefano Weidmann | Minimization of tumor size: optimal parameter selection | Georgios Arampatzis |
Feb. 2017 - Jun. 2017 | Hannes Zilly | MRI analysis with LSTM networks | Wonmin Byeon |
Feb. 2017 - May 2017 | Qin Wang | Video Prediction with LSTM Networks | Wonmin Byeon |
Oct. 2016 - May 2017 | Adrian Rüegger | Engine Intake Optimisation of a Single Engine Turboprop Aircraft | Jens Walther |
Feb. 2016 - Nov. 2016 | Lukas Köstler | Bayesian Optimal Sensor Placement | Costas Papadimitriou |
Apr. 2016 - Oct. 2016 | Philipp Wirth | Multi-objective optimization of simulated burst-and-coast swimmers | Sid Verma, Panos Chatzidoukas |
Jan. 2016 - Sep. 2016 | Adrian Rüegger | Numerical prediction of flutter derivates for twin deck bridge sections | Jens Walther |
Jun. 2016 - Aug. 2016 | Franziska Krummenacher | Bayesian Optimal Experimental Design For Detecting Vortex Wakes | Costas Papadimitriou, Sid Verma |
Feb. 2016 - Aug. 2016 | Gaëtan Bezinge | Numerical Simulation of Compressible Multicomponent Flow with Viscous and Surface-Tension Effects | Ursula Rasthofer, Jonas Sukys, Fabian Wermelinger |
Jan. 2016 - Aug. 2016 | Daniel Wälchli | Higher order proposal schemes for Transitional Markov Chain Monte Carlo | Georgios Arampatzis |
Feb. 2016 - Jun. 2016 | Giulio Ferraris | A comparative study between Mixed Effects Models and Hierarchical Bayesian Models with application to pharmacokinetics | Georgios Arampatzis |
Sep. 2015 - Jun. 2016 | Nina Troppmair | Learning Agents to Forage Collectively | Christopher Pawley (Maastricht) |
Mar. 2015 - Mar. 2016 | Jannic Veith | Vortex Methods on Heterogenous Architectures | Christian Conti |
Sep. 2015 - Jan. 2016 | Felix Thaler | Adaptive MPI for Automatic Load-Balancing of GPU-Based High Performance Applications | Diego Rossinelli, Panos Chatzidoukas |
Sep. 2015 - Jan. 2016 | Lucas Amoudruz | Blood flow simulations in bifurcation artery using the dissipative particle method | Diego Rossinelli, Sergey Litvinov |
Jun. 2014 - Jan. 2016 | Alessandro Forino | Transport of Passive Tracers on Heterogeneous Architecture with OpenCL | Christian Conti, Panos Chatzidoukas |
Apr. 2015 - Dec. 2015 | Gabriele Abbati | Reinforcement learning for optimal motion of interacting swimmers | Sid Verma |
Apr. 2015 - Sep. 2015 | Nicolaos Drosos | Optimization of Granural Flow Problems Using CMA | Panos Chatziidoukas, Panos Angelikopoulos |
Oct. 2014 - Sep. 2015 | Simon Silvio Tödtli | Control of turbulent channel flow | Beverley McKeon (Caltech), Anthony Leonard (Caltech) |
Nov. 2014 - Aug. 2015 | Martina Beer | Stochastic diffusion for FRAP on a surface | Gerardo Tauriello |
Sep. 2014 - Aug. 2015 | Xiao Xue | Bayesian Uncertainty Quantification and Propagation for a Red Blood Cell | Dmitry Alexeev |
Mar. 2014 - Jan. 2015 | Fabian Wermelinger | Shock-bubble cloud interaction on GPU clusters | Babak Hejazialhosseini |
Mar. - Dec. 2014 | Dario Biasini | Learning to Forage: Wolfs and Wolfpacks | Dirk Helbing (ETHZ) |
Jan. - Oct. 2014 | Guido Novati | Bio-inspired locomotion of a rotating cylinder pair | Wim van Rees |
xx-Sep. 2014 | Moritz Geilinger | Computational Design of String Actuated Mechanisms | Bernhard Thamszewski, Stellian Coros |
Mar. - Sep. 2014 | Claudius Dietsche | Flow mediated interaction between two self-propelled anguilliform swimmers | Babak Hejazialhosseini, Wim van Rees |
Apr. - Sep. 2014 | Laurent Montigny | Parallel learning for self-propelled swimmers | Wim van Rees |
Mar. - Sep. 2014 | Fabian Blöchliger | Investigation of cell spreading using the Subcellular Element Model | Gerardo Tauriello |
Feb. - Sep. 2014 | Fabian Güra | Parallelized stochastic reaction-diffusion simulations with GPGPU and multi-core CPU | Jana Lipkova |
Apr. - Sep. 2014 | Li Shu | Simulation of cloud cavitation collapse involving a solid particle | Babak Hejazialhosseini |
xx-Jun. 2014 | Dominik Schlegel | Zero-Effort Procrastination | Roger Wattenhofer, Jochen Seidel, Jara Uitto |
Mar. - Jun. 2014 | Lucas Giger | Wall bubble interaction using OpenFoam | Babak Hejazialhosseini |
Dec. 2012 - Apr. 2014 | Li Shu | 2D Flow-Structure Interactions in Compressible Flows | Christian Conti |
Oct. 2013 - Mar. 2014 | Fabian Wermelinger | Optimizing a Compressible Navier-Stokes Solver on Hetergeneous Architectures | Christian Conti |
April 2013 - Mar. 2014 | Estefani Carvalhais | Compartment-based stochastic reaction-diffusion simulations | Jana Lipkova |
Sep. 2013 - Feb. 2014 | Sharan Jagathrakshakan | Acceleration methods for compartment based stochastic simulations of reaction diffusion systems | Jana Lipkova |
April 2013 - Feb. 2014 | Fabian Zeindler | Parallel Stochastic Methods for Optimization and Uncertainty Quantification: Load Balancing on Heterogeneous Architectures | Panos Chatzidoukas, Christian Conti |
Nov. - Dec. 2013 | Damianos Melidis | Computer Science Lab Rotation | Panos Angelikopoulos, Panos Chatzidoukas |
July - Dec. 2013 | Michael Wild | Implementation of Dirichlet Boundary Conditions in Supersonic Flow Simulations using Characteristic-Based Volume Penalization | Babak Hejazialhosseini |
Sep. - Nov. 2013 | Zahra Karimadini | Lab rotation in computer science | Panagiotis Angelikopoulos |
Oct. 2011 - Oct. 2013 | Siddhartha Siddhartha | Image Analysis in Vascular Network of a mouse retina | Jana Lipkova, Gerardo Tauriello |
Mar. - Oct. 2013 | Jonas Zehnder | 3D Fluid/Granular Flow Solvers on Heterogenous Platforms | Panos Chatzidoukas, Diego Rossinelli, Dmitry Alexeev |
Feb. - Aug. 2013 | Simon Silvio Tödtli | Vorticity Flux in Turbulent Channel Flows | Beverley McKeon (Caltech) |
Oct. 2012 - Apr. 2013 | Oleksandr Ostrenko | Flow Induced Maturation of Capillary Networks | Gerardo Tauriello, Florian Milde |
Sep. - Dec. 2012 | Roger Rossé | Spatial Stochastics | Gerardo Tauriello |
Oct. 2012 | Gennaro Chirico | Simulation of shock-induced collapse with application to cell membrane poration | Babak Hejazialhosseini |
Nov. 2011 - May 2012 | Andrei Frunza | High performance implementation of hydrodynamic interactions and applications with the sub-cellular element method | Gerardo Tauriello |
Feb. 2011 - May 2012 | Damian Birchler | Applying the MPM to solid mechanics | Gerardo Tauriello |
2011 | Pascal Spörri | Barnes-hut on the GPU | Diego Rossinelli |
2011 | Martin Schmid | MD simulation of water on the GPU | Panagiotis Angelikopoulos |
2011 | Moritz Geilinger | Non-conservative surface tension operator for multiphase compressible flows | Babak Hejazialhosseini |
2011 | Tautrimas Pajarskas | Building all-atom model of glycocalyx system | Panagiotis Angelikopoulos, Eduardo Cruz-Chu |