Goal-oriented adaptive finite element multilevel Monte Carlo with convergence rates

Journal Article

Beck, Joakim
Liu, Yang (Corresponding author)
von Schwerin, Erik
Tempone, Raul

110000, 118110

2022

Efficient Importance Sampling via Stochastic Optimal Control for Stochastic Reaction Networks

Poster

Tempone, Raul
Ben Rached, Nadhir
Hammouda, Chiheb Ben
Wiechert, Sophia (Corresponding author)

110000, 118110

2022

Small-noise approximation for Bayesian optimal experimental design with nuisance uncertainty

Talk (non-conference)

Bartuska, Arved (Corresponding author)
Espath, Luis
Tempone, Raul

110000, 118110

2022

Double-Loop Quasi-Monte Carlo Estimator for Expected Information Gain

Talk (non-conference)

Bartuska, Arved (Corresponding author)
Carlon, Andre
Espath, Luis
Krumscheid, Sebastian
Tempone, Raul

110000, 118110

2022

Deep NURBS -- admissible neural networks

Conference Presentation, Multimedia

Saidaoui, Hamed
Espath, Luis
Tempone, Raul

110000, 118110

2022

Weak error rates for option pricing under linear rough volatility

Journal Article

Bayer, Christian
Hall, Eric Joseph (Corresponding author)
Tempone, Raul

110000, 118110

2022

Path classification by stochastic linear recurrent neural networks

Journal Article

Boutaib, Youness (Corresponding author)
Bartolomaeus, Wiebke
Nestler, Sandra
Rauhut, Holger

110000, 114510

2022

On orthogonal discriminants of characters

Journal Article

Nebe, Gabriele

110000, 114820

2022

Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm

Contribution to a conference proceedings

Tiomoko, Malik (Corresponding author)
Schnoor, Ekkehard (Corresponding author)
Seddik, Mohamed El Amine
Colin, Igor
Virmaux, Aladin

110000, 114510

2022

Gerecht teilen - aber wie?

Journal Article

Ansteeg, Melanie (Corresponding author)

110000, 112320

2022

A Responding Attitude Component in Hidden Markov Models

Contribution to a book, Contribution to a conference proceedings

Kateri, Maria
Colombi, Roberto
Giordano, Sabrina

110000, 116510

2022

Rank Bounds for Approximating Gaussian Densities in the Tensor-Train Format

Journal Article

Rohrbach, Paul B. (Corresponding author)
Dolgov, Sergey (Corresponding author)
Grasedyck, Lars (Corresponding author)
Scheichl, Robert (Corresponding author)

110000, 111400, 111620

2022

Numerik für Ingenieure und Naturwissenschaftler : Methoden, Konzepte, Matlab-Demos, E-Learning

Book

Dahmen, Wolfgang
Reusken, Arnold

110000, 111400, 111710

2022

Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signaling

Journal Article

Kolbe, Niklas (Corresponding author)
Hexemer, Lorenz
Bammert, Lukas-Malte
Loewer, Alexander
Lukáčová-Medvid’ová, Mária
Legewie, Stefan (Corresponding author)

110000, 114620

2022

Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn

Journal Article

Yegenoglu, Alper (Corresponding author)
Subramoney, Anand
Hater, Thorsten
Jimenez-Romero, Cristian
Klijn, Wouter
Perez Martin, Aaron
van der Vlag, Michiel
Herty, Michael
Morrison, Abigail Joanna Rhodes
Diaz Pier, Sandra

110000, 111410, 114620

2022

Cell tracking for live-cell microscopy using an activity-prioritized assignment strategy

Contribution to a book, Contribution to a conference proceedings

Ruzaeva, Karina
Cohrs, Jan-Christopher
Kasahara, Keitaro
Kohlheyer, Dietrich
Nöh, Katharina
Berkels, Benjamin

110000, 112430

2022

A Distribution-Dependent Mumford-Shah Model for Unsupervised Hyperspectral Image Segmentation

Journal Article

Cohrs, Jan-Christopher
Bajaj, Chandrajit
Berkels, Benjamin

110000, 112430

2022

Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems

Contribution to a book, Contribution to a conference proceedings

Ruzaeva, Karina
Kusters, Kira
Wiechert, Wolfgang
Berkels, Benjamin
Oldiges, Marco
Noh, Katharina

110000, 112430

2022

A Hybrid Multi-Object Segmentation Framework with Model-Based B-Splines for Microbial Single Cell Analysis

Contribution to a book, Contribution to a conference proceedings

Ruzaeva, Karina
Noh, Katharina
Berkels, Benjamin

110000, 112430

2022

Functional Estimation and Change Detection for Nonstationary Time Series

Journal Article

Mies, Fabian (Corresponding author)

110000, 116110

2023

Physics-informed neural networks for the Reynolds equation with cavitation modeling

Journal Article

Rom, Christian Michael (Corresponding author)

110000, 111410

2023

Tangent-point energies and ropelength as Gamma-limits of discrete tangent-point energies on biarc curves

Journal Article

Lagemann, Anna Marie (Corresponding author)
von der Mosel, Heiko

110000, 111810, 112120

2023

Explicit implicit domain splitting for two phase flows with phase transition

Journal Article

May, S.
Thein, Ferdinand (Corresponding author)

110000, 111810, 114620

2023

Speed-controlling gradient flows for knot energies, and analyticity of critical knots

Dissertation / PhD Thesis

Steenebrügge, Daniel

110000, 111810

2023

On the source algebra equivalence class of blocks with cyclic defect groups, I

Journal Article

Hiß, Gerhard (Corresponding author)
Lassueur, Caroline

110000, 114710

2023

Constrained Consensus-Based Optimization

Journal Article

Borghi, Giacomo (Corresponding author)
Herty, Michael (Corresponding author)
Pareschi, Lorenzo (Corresponding author)

110000, 111410, 111810, 114620

2023

Strata of p‐origamis

Journal Article

Flake, Johannes Matthias
Thevis, Andrea (Corresponding author)

110000, 114410

2023

DFTK: The Density-functional toolkit

Software

Herbst, Michael Friedrich
Levitt, Antoine
Cancès, Eric

115120

2023

Sharp systolic inequalities for rotationally symmetric 2-orbifolds

Journal Article

Lange, Christian (Corresponding author)
Soethe, Tobias

110000

2023

Saving Costly Experiments and Simulations through Machine Learning

Contribution to a book

Herty, Michael
Rom, Christian Michael (Corresponding author)
Visconti, Giuseppe

110000, 111410, 114620

2023

A branch and bound algorithm for robust binary optimization with budget uncertainty

Journal Article

Büsing, Christina Maria Katharina
Gersing, Timo (Corresponding author)
Koster, Arie Marinus

110000, 113320

2023

Uncertainty quantification in coastal aquifers using the multilevel Monte Carlo method

Report

Litvinenko, Alexander
Logashenko, Dmitry
Tempone, Raul
Wittum, Gabriel
Vasilyeva, Ekaterina A.

110000, 118110

2023

Replication of Particle Trajectories in the Plasma Jet with Two Consecutive Residual Neural Networks

Journal Article

Bobzin, Kirsten
Heinemann, Hendrik
Dokhanchi, Seyed Ruhollah (Corresponding author)
Rom, Christian Michael

110000, 111410

2023

Numerical stability and efficiency of response property calculations in density functional theory

Contribution to a book, Journal Article

Cancès, Eric
Herbst, Michael Friedrich
Kemlin, Gaspard
Levitt, Antoine (Corresponding author)
Stamm, Benjamin

110000, 115120

2023

Importance sampling for McKean-Vlasov stochastic differential equation

Talk (non-conference)

Ben Rached, Nadhir
Haji-Ali, Abdul-Lateef
Subbiah Pillai, Shyam Mohan (Corresponding author)
Tempone, Raul

110000, 118110

2023

Importance sampling methods for McKean-Vlasov type stochastic differential equations

Master Thesis

Subbiah Pillai, Shyam Mohan

110000, 118110

2023

Numerical smoothing with hierarchical adaptive sparse grids and quasi-Monte Carlo methods for efficient option pricing

Journal Article

Bayer, Christian
Ben Hammouda, Chiheb (Corresponding author)
Tempone, Raúl

110000, 118110

2023

Impact of heat and mass transport on Rayleigh-Taylor instability of Walter’s B viscoelastic fluid layer

Journal Article

Shukla, Atul Kumar
Awasthi, Mukesh Kumar (Corresponding author)
Singh, Satyvir

110000, 115010

2023

State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables

Journal Article

Ben Amar, Eya (Corresponding author)
Ben Rached, Nadhir
Haji-Ali, Abdul-Lateef
Tempone, Raul

110000, 118110

2023

Embeddings of anisotropic Besov spaces into Sobolev spaces

Journal Article

Bartusel, David (Corresponding author)
Führ, Hartmut

110000, 114320

2023

Probabilistic time series forecasts with autoregressive transformation models

Journal Article

Rügamer, David (Corresponding author)
Baumann, Philipp F. M.
Kneib, Thomas
Hothorn, Torsten

110000, 116400

2023

On the shock-driven hydrodynamic instability in square and rectangular light gas bubbles: A comparative study from numerical simulations

Journal Article

Singh, Satyvir (Corresponding author)
Torrilhon, Manuel

110000, 115010

2023

Capabilities of Auto-encoders and Principal Component Analysis of the reduction of microstructural images; Application on the acceleration of Phase-Field simulations

Journal Article

Fetni, Seifallah (Corresponding author)
Pham, Thinh Quy Duc
Hoang, Truong Vinh
Tran, Hoang Son
Duchêne, Laurent
Tran, Xuan-Van
Habraken, Anne Marie

110000, 118110

2023

Multiresolution analysis for stochastic hyperbolic conservation laws

Journal Article

Herty, Michael (Corresponding author)
Kolb, Adrian Jürgen (Corresponding author)
Müller, Siegfried (Corresponding author)

110000, 111410, 111810, 114620

2023

Model-based analysis of the image generation quality of adversarial latent autoencoders for industrial machine vision

Master Thesis

Yermakov, Ruslan
Wolfschläger, Dominik (Consultant)

110000, 112430

2023

Bericht zur Tagung: Mathematische Bildung neu denken - Andreas Vohns erinnern und weiterdenken

Journal Article

Pohlkamp, Stefan (Corresponding author)
Hamann, Tanja
Helmerich, Markus A.
Kollosche, David
Lengnink, Katja

110000, 112320

2023

Finite Model Theory and Proof Complexity Revisited: Distinguishing Graphs in Choiceless Polynomial Time and the Extended Polynomial Calculus

Contribution to a book, Contribution to a conference proceedings

Pago, Benedikt Thomas (Corresponding author)

110000, 117220

2023

A record-values property of a renewal process with random inspection time

Journal Article

Kamps, Udo
Rauwolf, Diana

110000, 116410

2023

Statistical Prediction of Future Sports Records Based on Record Values

Journal Article

Empacher, Christina
Kamps, Udo (Corresponding author)
Volovskiy, Grigoriy

110000, 116410

2023

Uniformly most powerful unbiased tests for the dispersion parameter of the Conway-Maxwell-Poisson distribution

Journal Article

Bedbur, Stefan (Corresponding author)
Kamps, Udo

110000, 116410

2023