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Papers matching “neural additive models” 502

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Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities
2020 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

David Rügamer, Chris Kolb, Nadja Klein

2

citations
NAM-CAM: Neural-Additive Models for Semi-analytic Descriptions of CAM Simulations
2023 Lecture notes in mechanical engineering conference-paper Engineering Manufacturing Process and Optimization

Konstantin Ditschuneit, Markus Frings, Viktor Rudel, Stefan Dietzel, Johannes Otterbach

1

citations
Integrating Cloud Computing, Bayesian Optimization, and Neural-Additive Modeling for Enhanced CAM Systems in 5-Axis Milling
2024 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Viktor Rudel, Georg Vinogradov, Philipp Ganser, Thomas Bergs, Markus Frings, Valentina König, +3 more

3

citations
Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Shahed Rezaei, Ahmad Moeineddin

1

citations
Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks
2020 International Conference on Image Processing Theory, Tools and Applications (IPTA) conference-paper Computer Science Face recognition and analysis

Marcin Kopaczka, Justus Schock, Dorit Merhof

0

citations
Similarity of Neural Network Models: A Survey of Functional and Representational Measures
2025 ACM Computing Surveys article Computer Science Neural Networks and Applications Open access

Max Klabunde, Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

26

citations
Similarity of Neural Network Models: A Survey of Functional and Representational Measures
2023 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Max Klabunde, Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

14

citations
Feedforward neural network-assisted parameter identification and tuning for uniaxial superelastic shape memory alloy models under dynamic loads
2024 Journal of Vibration and Control article Materials Science Shape Memory Alloy Transformations Open access

Niklas Lenzen, Okyay Altay

5

citations
A model hierarchy for predicting the flow in stirred tanks with physics-informed neural networks
2024 Advances in Computational Science and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Veronika Trávníková, Daniel Wolff, Nico Dirkes, Stefanie Elgeti, Eric von Lieres, Marek Behr

5

citations
Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation
2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access

Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch

14

citations
Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model
2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access

Audinga‐Dea Hazewinkel, Hans A. J. Gelderblom, Marta F. Fiocco

8

citations
Mean-Field Model for Two-Layer Neural Networks Trained with Consensus-Based Optimization
2025 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

William De Deyn, Michaël Herty, Giovanni Samaey

0

citations
A brain-constrained neural model of cognition and language with NEST: transitioning from the Felix framework
2026 Cognitive Neurodynamics article Neuroscience Neural dynamics and brain function Open access

Maxime Carriere, Fynn Raphael Dobler, Hans Ekkehard Plesser, Agata Feledyn, Rosario Tomasello, Thomas Wennekers, +1 more

5

citations
The NEF-SPA Approach as a Framework for Developing a Neurobiologically Inspired Spiking Neural Network Model for Speech Production
2023 Journal of Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

Bernd J. Kröger

2

citations
Improving Language Model Integration for Neural Machine Translation
2023 arXiv (Cornell University) preprint Computer Science Natural Language Processing Techniques Open access

Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney

0

citations
Improving Language Model Integration for Neural Machine Translation
2023 conference-paper Computer Science Natural Language Processing Techniques Open access

Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney

1

citations
Development of a Fast-Running Injector Model with Artificial Neural Network (ANN) for the Prediction of Injection Rate with Multiple Injections
2021 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies Open access

Dominik Golc, Stefania Esposito, Heinz G. Pitsch, Joachim Beeckmann

2

citations
C anton MT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation
2024 ACM Transactions on Asian and Low-Resource Language Information Processing article Computer Science Natural Language Processing Techniques

Kung Yin Hong, Lifeng Han, Riza Batista-Navarro, Goran Nenadić

1

citations
Standardized Non-Intrusive Reduced Order Modeling Using Different Regression Models With Application to Complex Flow Problems
2020 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Arturs Bērziņš, Jan Helmig, Fabian Key, Stefanie Elgeti

15

citations
Enhancing BEV Energy Management: Neural Network-Based System Identification for Thermal Control Strategies
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research

Kai Franke, David Hemkemeyer, Patrick Schutzeich, Lukas Schäfers, Stefan Pischinger

0

citations
Global models and predictions of plant diversity based on advanced machine learning techniques
2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access

Lirong Cai, Holger Kreft, Amanda Taylor, Pierre Denelle, Julian Schrader, Franz Essl, +19 more

185

citations
UCITransNet: A Deep Neural Model with FC-CRFs and Object-Level Data Augmentation for Cell Instance Segmentation
2023 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection

Zequan Liu, Suhong Wang, Zidong Chen, Zhifeng Xiao

1

citations
Improving Build Quality in Laser Powder Bed Fusion Using High Dynamic Range Imaging and Model-Based Reinforcement Learning
2021 IEEE Access article Engineering Additive Manufacturing Materials and Processes Open access

Christian Knaak, Lukas Masseling, Emil Duong, Arnold Gillner

72

citations
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, +5 more

4

citations
Neural Network Modeling of Black Box Controls for Internal Combustion Engine Calibration
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Engine and Fuel Emissions

Matteo Meli, Zezhou Wang, Peter Bailly, Stefan Pischinger

5

citations