JuLib | Articles & more - {"Domain-Specific Simulation }

1

Journal Article

Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks

Jimenez-Romero, Cristian
2024

Swarm intelligence, 18 (2024) S. 1-28

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

2

Journal Article

Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning

Rüttgers, Mario
2024

Computers in biology and medicine, 173 (2024) S. 108383

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

3

Conference Presentation

Introduction to High Performance Computing

Yegenoglu, Alper
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

4

Conference Presentation

Vast parameter space exploration using Learning to Learn on EBRAINS

Yegenoglu, Alper
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

5

Poster

Gradient free optimization of neuroscience models at different scales with L2L

Yegenoglu, Alper
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

6

Poster

Emergent self-coordination in simulated swarms steered by Spiking Neural Networks

Yegenoglu, Alper
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

7

Preprint

Impact of Phosphorylation on alpha-Synuclein Structural Determinants

Dorn, Anton
2023

bioRxiv beta (2023)

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
Get full text OpenAccess

8

Journal Article

SPEADI: Accelerated Analysis of IDP-Ion Interactions from MD-Trajectories

de Bruyn, Emile
2023

Biology, 12 (2023) 4, S. 581 -

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

9

Poster

Gradient free optimization of neuroscience models at different scales with L2L

Yegenoglu, Alper
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

10

Book
Dissertation / PhD Thesis

Gradient-Free Optimization of Artificial and Biological Networks using Learning to Learn

Yegenoglu, Alper
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

11

Journal Article

A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows

Rüttgers, Mario
2022

Applied intelligence, 52 (2022) S. 9080–9100

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

12

Software

SPEADI: Scalable Protein Environment Analysis for Dynamics and Ions

de Bruyn, Emile
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

13

Conference Presentation

Benchmark study of symmetry-adapted ML-DFT models for magnetically doped topological insulators

Wasmer, Johannes
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
Get full text OpenAccess

14

Talk (non-conference)

Optimizing Spiking Neural Networks with L2L on HPC systems

Yegenoglu, Alper
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

15

Journal Article

Prediction of Typhoon Track and Intensity Using a Generative Adversarial Network With Observational and Meteorological Data

Rüttgers, Mario
2022

IEEE access, 10 (2022) S. 48434-48446

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

16

Talk (non-conference)

Learning to Learn - Introduction to the framework

Yegenoglu, Alper
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

17

Journal Article

RateML: A Code Generation Tool for Brain Network Models

van der Vlag, Michiel
2022

Frontiers in network physiology, 2 (2022) S. 826345

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

18

Journal Article

Effects of the Nasal Cavity Complexity on the Pharyngeal Airway Fluid Mechanics: A Computational Study

Aljawad, Hussein
2021

Journal of digital imaging, 34 (2021) S. 1120–1133

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
Get full text Published on 2021-09-10. Available in OpenAccess from 2022-09-10.

19

Poster

Hyper-parameter space exploration of neuroscience models on high performance computers with the Learning to Learn framework

Yegenoglu, Alper
2021

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

20

Talk (non-conference)

Ion-Residue Interaction of an Intrinisically Disordered Protein Surface in Implicit or Continuum Solvent

de Bruyn, Emile
2021

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

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