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Bernhard C. Geiger

know center research gmbh

18H-index
172Paper Count
1.2KCitation Count
Published Papers 19
Publication Date
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Bridging data-driven and physics-based models for lithium-ion battery state analysis and future performance assessment via active material volume fraction
errEnergy and AI
IF9.6
err2026-04-10
err0
errOAAI
errAndrés Bernabeu-Santisteban; Alejandro Clemente; Bernhard C. Geiger; Franz M. Rohrhofer; Francisco Díaz-González; Lluís Trilla
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Trustworthy Representation Learning via Information Funnels and Bottlenecks
errMachine Learning
IF2.9
err2025-11-04
err0
errOAAI
errJoão Machado de Freitas; Bernhard C. Geiger
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errSave
Information-theoretic reduction of Markov chains
errComputer Science Review
IF12.7
err2025-09-23
err0
errOAAI
errBernhard C. Geiger
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errSave
What's so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2025-03-01
err0
PREAI
errLinke, Julian; Geiger, Bernhard C.; Kubin, Gernot; Schuppler, Barbara
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Approximating families of sharp solutions to Fisher's equation with physics-informed neural networks ☆
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-02-01
err0
errOAAI
errRohrhofer, Franz M.; Posch, Stefan; Goessnitzer, Clemens; Geiger, Bernhard C.
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errSave
Robust Bayesian target vector optimization for multi-stage manufacturing processes
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-09-01
err2
PREAI
errHoffer, J. G.; Geiger, B. C.; Kern, R.
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Utilizing neural networks to supplant chemical kinetics tabulation through mass conservation and weighting of species depletion
errENERGY AND AI
IF9.6
err2024-05-01
err0
errOAAI
errRohrhofer, Franz M.; Posch, Stefan; Goessnitzer, Clemens; Garcia-Oliver, JoseM.; Geiger, Bernhard C.
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Robust Bayesian target value optimization
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2023-06-01
err4
errOAAI
errHoffer, J. G.; Ranftl, S.; Geiger, B. C.
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Data vs. Physics: The Apparent Pareto Front of Physics-Informed Neural Networks
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errRohrhofer, Franz M. M.; Posch, Stefan; Gossnitzer, Clemens; Geiger, Bernhard C.
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In-cylinder pressure reconstruction from engine block vibrations viaa branched convolutional neural network
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-01-01
err4
PREAI
errOfner, Andreas B.; Kefalas, Achilles; Posch, Stefan; Pirker, Gerhard; Geiger, Bernhard C.
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On Information Plane Analyses of Neural Network Classifiers--A Review
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-12-01
err15
errOAAI
errGeiger, Bernhard C.
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errSave
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-12-01
err6
errOAAI
errAmjad, Rana Ali; Liu, Kairen; Geiger, Bernhard C.
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Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1-D Convolutional Neural Network Approach
errIEEE-ASME TRANSACTIONS ON MECHATRONICS
IF7.3
err2022-10-01
err12
errOAAI
errOfner, Andreas Benjamin; Kefalas, Achilles; Posch, Stefan; Geiger, Bernhard Claus
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errSave
SeGMA: Semi-Supervised Gaussian Mixture Autoencoder
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-09-01
err15
errOAAI
errSmieja, Marek; Wolczyk, Maciej; Tabor, Jacek; Geiger, Bernhard C.
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A route pruning algorithm for an automated geographic location graph construction
errSCIENTIFIC REPORTS
IF3.9
err2021-06-02
err3
errOAAI
errSchweimer, Christoph; Geiger, Bernhard C.; Wang, Meizhu; Gogolenko, Sergiy; Mahmood, Imran; Jahani, Alireza; Suleimenova, Diana; Groen, Derek
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Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-01-01
err3
errOAAI
errToller, Maximilian B.; Geiger, Bernhard C.; Kern, Roman
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A Generalized Framework For Kullback-Leibler Markov Aggregation
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2020-07-01
err5
errOAAI
errAmjad, Rana Ali; Blochl, Clemens; Geiger, Bernhard C.
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errSave
Co-Clustering via Information-Theoretic Markov Aggregation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2019-04-01
err9
errOAAI
errBloechl, Clemens; Amjad, Rana Ali; Geiger, Bernhard C.
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errSave
Optimal Kullback-Leibler Aggregation via Information Bottleneck
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2015-04-01
err17
errOAAI
errGeiger, Bernhard C.; Petrov, Tatjana; Kubin, Gernot; Koeppl, Heinz
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
José M García-Oliver
H-index: 31 · Papers: 120
D
Derek Groen
H-index: 27 · Papers: 162
R
Roman Kern
H-index: 25 · Papers: 253
J
Jacek Tabor
H-index: 23 · Papers: 335
G
Gernot Kubin
H-index: 22 · Papers: 219
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