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Thermodynamic regularization based computational framework for strain-induced crystallization2026 Computer Methods in Applied Mechanics and Engineering article Materials Science Polymer crystallization and properties Open access
Mahmood Jabareen, Vu Nguyen-Xuân, Mikhail Itskov, Jean‐Benoît Le Cam, Vu Ngoc Khiêm
0citations -
DeepVF: a deep learning-based hybrid framework for identifying virulence factors using the stacking strategy2020 Briefings in Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Ruopeng Xie, Jiahui Li, Jiawei Wang, Wei Dai, André Leier, Tatiana T. Marquez‐Lago, +4 more
90citations -
A Sensitivity Analysis Framework for Gerchberg-Saxton Based Physics-Inspired Neural Networks in Computer-Generated Holography2026 IEEE Transactions on Computational Imaging article Engineering Advanced Optical Imaging Technologies Open access
Ankit Amrutkar, Bjorn Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, Dorit Merhof
2citations -
Integrating human exposome data into next-generation risk assessment: a systematic framework to infer real-life exposure levels and prioritize chemical compounds for testing2026 Environment International article Environmental Science Health, Environment, Cognitive Aging Open access
Yifeng Dai, Bob van de Water, Jaione Telleria, Laura Ines Furlong, Roel C.H. Vermeulen, Jelle J. Vlaanderen
1citations -
Toward a Climate OSSE Framework for Satellite Mission Design2025 Bulletin of the American Meteorological Society article Environmental Science Climate variability and models Open access
Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier‐Walqui, G Cesana, Elizabeth C. Weatherhead, George Tselioudis, +20 more
1citations -
An annotation-efficient parallel processing framework for robust defect detection in TFT-LCD manufacturing2026 Results in Engineering article Engineering Industrial Vision Systems and Defect Detection Open access
Muhammad Irshad, Poorya Khanali, Sameed Sajid, Martin Wanly, Susanna Weber, Benny Drescher, +2 more
0citations -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
47citations