Bachelor and Master Students

YearNameThesis TitleCo-Supervisor
Feb. 2022 - ongoingMaximilian GuidiDeep Reinforcement Learning for Closure ModelsDaniel Wälchli, Pascal Weber
Sep. 2022 - ongoingNoé Attilio CanevasciniMulti-Agent Reinforcement Learning for Optimal ForagingDaniel Wälchli

Former Students

YearNameThesis TitleCo-Supervisor
Mar. 2022 - Oct. 2022Georg PollakDeep Learning for KORALIPascal Weber
Aug. 2022 - Sep. 2022Manuel SchneiderDifferentiable Solvers for Deep LearningPascal Weber
May 2022 - Sep. 2022Jan PuntschartComputational investigation of nanoscale heat transfer at water-graphene interfacesErmioni Papadopoulou
Feb. 2022 - Jul. 2022Vyacheslav SamokhvalovGPU-accelarated Poisson solver for the Navier-Stokes equations on an Adaptive MeshMichalis Chatzimanolakis
Feb. 2022 - Jul. 2022Konstantinos VontasA machine learning application for the estimation of interface curvature in multiphase flowsPetr Karnakov, Pantelis Vlachas
Feb. 2022 - Jul. 2022Michael van HuffelA Theoretical Review of Evolutionary Strategies: Applications in Reinforcement LearningGeorgios Arampatzis
Sep. 2021 - Jan. 2022Vyacheslav SamokhvalovGPU-accelarated Poisson solver for the Navier-Stokes equations on an Adaptive MeshMichalis Chatzimanolakis
Aug. 2021 - Jan. 2022Mustafa ZeqiriEffective Multi-Agent Reinforcement Learning with Remember and Forget for Experience Replay
Roger Wattenhofer (ETHZ), Pascal Weber
Apr. 2021 - Nov. 2021Joan Clapes RoigSurrogate Models for Reinforcement LearningPantelis Vlachas, Pascal Weber, Sergio Martin
Apr. 2021 - Oct. 2021Yannick BertschySkylight reflection model for polarimetric calibration of satellite camerasYoav Schechner (Technion)
Mar. 2021 - May 2022Rada BöhningOptimal Goal-oriented Allocation of Test Resources for the Quantification of Infections in an EpidemicGeorgios Arampatzis
Mar. 2021 - Oct. 2021Sotirios CatsoulisSpatiotemporal forecasting of fluid flows using Fourier neural operators, video prediction, convolutional recurrent neural networks, and multi-agent reinforcement learningPantelis Vlachas, Pascal Weber
Mar. 2021 - Sep. 2021Noah BaumannUsing High-Performance Uncertainty Quantification Framework to calibrate Interatomic PotentialsIvica Kicic, Ermioni Papadopoulou
Feb. 2021 - Sep. 2021Ivan Mihajlovic MilinPerformance analysis of portable vector extensions with application to 3D reaction dissusion systemsFabian Wermelinger
Mar. 2021 - Aug. 2021Noah MartiPerformance analysis of a reinforcement learning frameworkSergio Martin, Daniel Wälchli, Pascal Weber
Feb. 2021 - Jul. 2021Christopher KotthoffDistributed algorithm for connected component labeling applied to multiphase flow simulationsPetr Karnakov
Mar. 2021 - May 2021Jan-Philipp von BassewitzLearning Residual Neural ODE Dynamics of Partially and Fully Observed SystemsPantelis Vlachas
Sep. 2020 - Feb. 2021Noah BaumannA GPU implementation of the Stillinger-Weber potentialIvica Kicic, Ermioni Papadopoulou
Jun. 2020 - Feb. 2021Isidor SchochA Numerical Study and Implementation of Hamiltonian Monte Carlo With Application on Bayesian Epidemiological ModelingGeorgios Arampatzis, Fabian Wermelinger
Mar. 2020 - Jan. 2021Franz DaxingerBayesian Inference for Spatial Epidemic ModelsGeorgios Arampatzis, Petr Karnakov
Feb. 2020 - Dec. 2020Joshua JeffreyLearned Effective Dynamics of Flow Past CylinderPantelis Vlachas
May 2020 - Nov. 2020Sotirios CatsoulisNumerical investigation of droplet impact on wettability-patterned woven meshesJens Walther
Jun. 2020 - Sep. 2020Michele PaganiDeep Reinforcement Learning for Tethered Fixed-wing DronesGuido Novati
Apr. 2020 - Sep. 2020Ioannis MandralisReinforcement learning for the control of artificial swimmers in flow simulationsGuido Novati, Pascal Weber
Mar. 2020 - Jul. 2020Zador PatakiPhysics Informed Neural Networks for Identification and Forecasting of Chaotic DynamicsPantelis Vlachas
Oct. 2019 - Jul. 2020Pius KriemlerImplementation of a Tumor Simulation Software with FEniCSJulija Vogt, Georgios Arampatzis, Fabian Wermelinger
Dec. 2019 - Jun. 2020Francesco VaroliImproved Memories Learning For Sample Efficient Reinforcement LearningGuido Novati, Pantelis Vlachas
Apr. 2019 - May 2020Georges PantalosRecurrent Neural Networks on Partially Observable Dynamical SystemsPantelis Vlachas
May 2019 - Oct. 2019Dario MorandiniDistributed accelerated iterative linear solver for the 3D Navier-Stokes EquationsPascal Weber, Guido Novati
Apr. 2019 - Oct. 2019Martin TschechneA Study on Convolutional Autoencoder Architectures for the Latent Representation of Dynamical Systems and Fluid FlowsMartin Boden, Pantelis Vlachas
Apr. 2019 - Sep. 2019Marta Tintore GazullaDeep learning for universal linear embeddings of nonlinear dynamicsMartin Boden
Jan. 2019 - Aug. 2019Marco BuobLocally adaptive dissipative particle dynamicsLucas Amoudruz, Guido Novati
Mar. 2019 - Jun. 2019Ioannis MandralisGenerative Adversarial Networks for Modeling Stochastic Dynamical SystemsPantelis Vlachas
Feb. 2019 - Jun. 2019Liam BoyleSensitivity Analysis of Parameters for a Novel RBC ModelXin Bian
Feb. 2018 - Jun. 2019Ang YeNumerical simulation of the behaviour of water droplets suspended in the airPetr Karnakov
Sep. 2018 - May 2019Ario BattollaTowards data-driven prediction of extreme eventsPantelis Vlachas
Sep. 2018 - Mar. 2019Marc BärUncertainty Quantification in High-Dimensional Chaotic Systems using Bayesian Deep LearningGeorgios Arampatzis, Pantelis Vlachas
Sep. 2018 - Jan. 2019Frederic TsangBubble flow reconstruction with convolutional neural networksPetr Karnakov, Pantelis Vlachas
May 2018 - Sep. 2018Tobias GnägiHamiltonian Monte CarloGeorgios Arampatzis
Feb. 2018 - Aug. 2018Henri RästasConstrained optimization for tumor size minimizationGeorgios Arampatzis
Jan 2018 - Aug. 2018Qin WangDistribution Aligned Semi-Supervised LearningLuc Van Gool (ETHZ)
Jan. 2018 - Jul. 2018Jernej FinkUncertainty Quanti cation Using Neural NetworksGeorgios Arampatzis, Pantelis Vlachas
Mar. 2018 - Jun. 2018Max StieberSparsity aware learning for recovering physical lawsGeorgios Arampatzis
Feb. 2018 - Jun. 2018Marc BärCovariance Matrix Adaptation Evolution Strategy for Hyperparameter Optimization of Recurrent Neural NetworksGeorgios Arampatzis, Pantelis Vlachas
Sep. 2017 - Apr. 2018Armand SieberSubgrid-scale modeling of cavity bubbly flows using Eulerian-Lagrangian approachFabian Wermelinger
Oct. 2017 - Apr. 2018Stephanie ChristLearning to write with viscous threadsL. Mahadevan (Harvard)
Feb. 2017 - Feb. 2018Abhigyan GhoshFinding Improved Hyperparameters for CMA using Reinforcement LearningGuido Novati, Georgios Arampatzis
Nov. 2017 - Feb. 2018Guillaume FelleySurrogate Model for Reinforcement LearningGuido Novati
Sep. 2017 - Dec. 2017Joshua JeffreyAutomatic segmentation of particles in a flow using recurrent neural networksGeorgios Arampatzis
May 2017 - Dec. 2017Claudius DietscheParticle-Particle interaction in oscillating inertial flowsMehmet Toner (Harvard)
May 2017 - Oct. 2017Gian SpeschaCirculating Tumor Cell identification with Neural NetworksAthena Economides, Guido Novati
Mar. 2017 - Oct. 2017Yannick HuberLoad Balancing in distributed Reinforcement LearningGuido Novati, Panos Chatzidoukas
Feb. 2017 - Oct. 2017David BachmannAnalysis and Visualization of a Hybrid Reinforcement Learning AlgorithmSid Verma
Feb. 2017 - Sep. 2017Sabine PythonOptimization of airfoil propulsionSid Verma
Apr. 2017 - Aug. 2017Kailin HuangThe role of Fluid Mechanics in Zebrafish RegenerationSid Verma
Mar. 2017 - Aug. 2017Sacha SchönbächlerInvestigating the impact of the Red Blood Cell shape and deformabilityAthena Economides, Dmitry Alexeev, Lucas Amoudruz
Feb. 2017 - Aug. 2017GianAndrea MüllerNumerical comparison of Vortex methods and Finite Volume methodsSid Verma
Feb. 2017 - Aug. 2017Christof PerrenNon-uniform Grids in Cubism-MPCF with Application to Turbulent Channel FlowFabian Wermelinger
Feb. 2017 - Jul. 2017Thomas EtterlinEvaluation and GPU parallelization of integration schemes for dissipative particle dynamicsSergey Litvinov
Feb. 2017 - Jul. 2017Yannick SchaffnerAutomatic DifferentiationGeorgios Arampatzis, Panos Chatzidoukas
Feb. 2017 - Jul. 2017Stefano WeidmannMinimization of tumor size: optimal parameter selectionGeorgios Arampatzis
Feb. 2017 - Jun. 2017Hannes ZillyMRI analysis with LSTM networksWonmin Byeon
Feb. 2017 - May 2017Qin WangVideo Prediction with LSTM NetworksWonmin Byeon
Oct. 2016 - May 2017Adrian RüeggerEngine Intake Optimisation of a Single Engine Turboprop AircraftJens Walther
Feb. 2016 - Nov. 2016Lukas KöstlerBayesian Optimal Sensor PlacementCostas Papadimitriou
Apr. 2016 - Oct. 2016Philipp WirthMulti-objective optimization of simulated burst-and-coast swimmersSid Verma, Panos Chatzidoukas
Jan. 2016 - Sep. 2016Adrian RüeggerNumerical prediction of flutter derivates for twin deck bridge sectionsJens Walther
Jun. 2016 - Aug. 2016Franziska KrummenacherBayesian Optimal Experimental Design For Detecting Vortex WakesCostas Papadimitriou, Sid Verma
Feb. 2016 - Aug. 2016Gaëtan BezingeNumerical Simulation of Compressible Multicomponent Flow with Viscous and Surface-Tension EffectsUrsula Rasthofer, Jonas Sukys, Fabian Wermelinger
Jan. 2016 - Aug. 2016Daniel WälchliHigher order proposal schemes for Transitional Markov Chain Monte CarloGeorgios Arampatzis
Feb. 2016 - Jun. 2016Giulio FerrarisA comparative study between Mixed Effects Models and Hierarchical Bayesian Models with application to pharmacokineticsGeorgios Arampatzis
Sep. 2015 - Jun. 2016Nina TroppmairLearning Agents to Forage CollectivelyChristopher Pawley (Maastricht)
Mar. 2015 - Mar. 2016Jannic VeithVortex Methods on Heterogenous ArchitecturesChristian Conti
Sep. 2015 - Jan. 2016Felix ThalerAdaptive MPI for Automatic Load-Balancing of GPU-Based High Performance ApplicationsDiego Rossinelli, Panos Chatzidoukas
Sep. 2015 - Jan. 2016Lucas AmoudruzBlood flow simulations in bifurcation artery using the dissipative particle methodDiego Rossinelli, Sergey Litvinov
Jun. 2014 - Jan. 2016Alessandro ForinoTransport of Passive Tracers on Heterogeneous Architecture with OpenCLChristian Conti, Panos Chatzidoukas
Apr. 2015 - Dec. 2015Gabriele AbbatiReinforcement learning for optimal motion of interacting swimmersSid Verma
Apr. 2015 - Sep. 2015Nicolaos DrososOptimization of Granural Flow Problems Using CMAPanos Chatziidoukas, Panos Angelikopoulos
Oct. 2014 - Sep. 2015Simon Silvio TödtliControl of turbulent channel flowBeverley McKeon (Caltech), Anthony Leonard (Caltech)
Nov. 2014 - Aug. 2015Martina BeerStochastic diffusion for FRAP on a surfaceGerardo Tauriello
Sep. 2014 - Aug. 2015Xiao XueBayesian Uncertainty Quantification and Propagation for a Red Blood CellDmitry Alexeev
Mar. 2014 - Jan. 2015Fabian WermelingerShock-bubble cloud interaction on GPU clustersBabak Hejazialhosseini
Mar. - Dec. 2014Dario BiasiniLearning to Forage: Wolfs and WolfpacksDirk Helbing (ETHZ)
Jan. - Oct. 2014Guido NovatiBio-inspired locomotion of a rotating cylinder pairWim van Rees
xx-Sep. 2014Moritz GeilingerComputational Design of String Actuated MechanismsBernhard Thamszewski, Stellian Coros
Mar. - Sep. 2014Claudius DietscheFlow mediated interaction between two self-propelled anguilliform swimmersBabak Hejazialhosseini, Wim van Rees
Apr. - Sep. 2014Laurent MontignyParallel learning for self-propelled swimmersWim van Rees
Mar. - Sep. 2014Fabian BlöchligerInvestigation of cell spreading using the Subcellular Element ModelGerardo Tauriello
Feb. - Sep. 2014Fabian GüraParallelized stochastic reaction-diffusion simulations with GPGPU and multi-core CPUJana Lipkova
Apr. - Sep. 2014Li ShuSimulation of cloud cavitation collapse involving a solid particleBabak Hejazialhosseini
xx-Jun. 2014Dominik SchlegelZero-Effort ProcrastinationRoger Wattenhofer, Jochen Seidel, Jara Uitto
Mar. - Jun. 2014Lucas GigerWall bubble interaction using OpenFoamBabak Hejazialhosseini
Dec. 2012 - Apr. 2014Li Shu2D Flow-Structure Interactions in Compressible FlowsChristian Conti
Oct. 2013 - Mar. 2014Fabian WermelingerOptimizing a Compressible Navier-Stokes Solver on Hetergeneous ArchitecturesChristian Conti
April 2013 - Mar. 2014Estefani CarvalhaisCompartment-based stochastic reaction-diffusion simulationsJana Lipkova
Sep. 2013 - Feb. 2014Sharan JagathrakshakanAcceleration methods for compartment based stochastic simulations of reaction diffusion systemsJana Lipkova
April 2013 - Feb. 2014Fabian ZeindlerParallel Stochastic Methods for Optimization and Uncertainty Quantification: Load Balancing on Heterogeneous ArchitecturesPanos Chatzidoukas, Christian Conti
Nov. - Dec. 2013Damianos MelidisComputer Science Lab RotationPanos Angelikopoulos, Panos Chatzidoukas
July - Dec. 2013Michael WildImplementation of Dirichlet Boundary Conditions in Supersonic Flow Simulations using Characteristic-Based Volume PenalizationBabak Hejazialhosseini
Sep. - Nov. 2013Zahra KarimadiniLab rotation in computer sciencePanagiotis Angelikopoulos
Oct. 2011 - Oct. 2013Siddhartha SiddharthaImage Analysis in Vascular Network of a mouse retinaJana Lipkova, Gerardo Tauriello
Mar. - Oct. 2013Jonas Zehnder3D Fluid/Granular Flow Solvers on Heterogenous PlatformsPanos Chatzidoukas, Diego Rossinelli, Dmitry Alexeev
Feb. - Aug. 2013Simon Silvio TödtliVorticity Flux in Turbulent Channel FlowsBeverley McKeon (Caltech)
Oct. 2012 - Apr. 2013Oleksandr OstrenkoFlow Induced Maturation of Capillary NetworksGerardo Tauriello, Florian Milde
Sep. - Dec. 2012Roger RosséSpatial StochasticsGerardo Tauriello
Oct. 2012Gennaro ChiricoSimulation of shock-induced collapse with application to cell membrane porationBabak Hejazialhosseini
Nov. 2011 - May 2012Andrei FrunzaHigh performance implementation of hydrodynamic interactions and applications with the sub-cellular element methodGerardo Tauriello
Feb. 2011 - May 2012Damian BirchlerApplying the MPM to solid mechanicsGerardo Tauriello
2011Pascal SpörriBarnes-hut on the GPUDiego Rossinelli
2011Martin SchmidMD simulation of water on the GPUPanagiotis Angelikopoulos
2011Moritz GeilingerNon-conservative surface tension operator for multiphase compressible flowsBabak Hejazialhosseini
2011Tautrimas PajarskasBuilding all-atom model of glycocalyx systemPanagiotis Angelikopoulos, Eduardo Cruz-Chu