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Papers matching “gradient analysis” 371

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Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
2025 SIAM Journal on Mathematics of Data Science article Computer Science Neural Networks and Applications Open access

Semih Çaycı, Atilla Eryılmaz

1

citations
Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Semih Çaycı, Atilla Eryılmaz

0

citations
Finite-Time Analysis of Gradient Descent for Shallow Transformers
2026 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Enes Arda, Semih Çaycı, Atilla Eryılmaz

0

citations
Complexity Analysis of stochastic gradient methods for PDE-constrained optimal Control Problems with uncertain parameters
2021 ESAIM Mathematical Modelling and Numerical Analysis article Decision Sciences Probabilistic and Robust Engineering Design Open access

Matthieu Martin, Sebastian Krumscheid, Fabio Nobile

27

citations
Stochastic Gradient Descent with Momentum: Analysis and Synthesis via Integral Quadratic Constraints
2026 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Dennis Gramlich, Carsten W. Scherer, Christian Ebenbauer

0

citations
Non-Asymptotic Analysis of Projected Gradient Descent for Physics-Informed Neural Networks
2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Jonas Nießen

0

citations
Gradient Trajectory Analysis of the Burning Rate in Turbulent Premixed Jet Flames
2020 Combustion Science and Technology article Engineering Combustion and flame dynamics

Dominik Denker, Antonio Attili, Konstantin Kleinheinz, Heinz G. Pitsch

1

citations
Non-asymptotic Analysis of Projected Gradient Descent for Physics-Informed Neural Networks
2026 SEMA SIMAI Springer series conference-paper Physics and Astronomy Model Reduction and Neural Networks

Jonas Nießen, Johannes Müller

2

citations
Gradient-extended damage analysis with reduced integration-based solid-shells at large deformations
2021 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering

Oliver Barfusz, Tim van der Velden, Tim Brepols, Stefanie Reese

8

citations
Reliability analysis of complex systems using subset simulations with Hamiltonian Neural Networks
2024 Structural Safety article Decision Sciences Probabilistic and Robust Engineering Design Open access

Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer, Bernd A. Markert, Michael D. Shields

24

citations
Machine learning‐based analysis of interaction effects among influencing factors on the resilient modulus of stabilized aggregate base
2025 Computer-Aided Civil and Infrastructure Engineering article Engineering Concrete and Cement Materials Research Open access

Meng Guo, Mengmeng Zhou, Xiuli Du, Pengfei Liu

0

citations
Convergence of gradient descent for learning linear neural networks
2024 Advances in Continuous and Discrete Models article Computer Science Stochastic Gradient Optimization Techniques Open access

Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

10

citations
Thermomechanical analysis of a radial turbine in stationary and transient operation
2022 AIP conference proceedings conference-paper Engineering Mechanical Engineering and Vibrations Research Open access

Thanhaphutr Sitayoung, Piotr Łuczyński, Ekachai Juntasaro

1

citations
Data-driven surrogate modeling for performance prediction and sensitivity analysis of transport properties in proton exchange membrane water electrolyzers
2025 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Hans Kungl, André Karl, Eva Jodat, Rüdiger‐A. Eichel, +1 more

33

citations
Effect of the temperature gradient on hot cracking susceptibility for electron beam welding Alloy 247 LC
2020 Materials Testing article Engineering Welding Techniques and Residual Stresses

Aleksej Senger, Torsten Jokisch, Simon Olschok, Uwe Reisgen

5

citations
Effect of the temperature gradient on hot cracking susceptibility for electron beam welding Alloy 247 LC
2020 Materials Testing article Engineering Welding Techniques and Residual Stresses

Aleksej Senger, Torsten Jokisch, Simon Olschok, Uwe Reisgen

1

citations
Isotropic growth model for generalized scaled boundary isogeometric analysis on slender structures
2024 PAMM article Engineering Advanced Numerical Analysis Techniques Open access

Florian Spahn, Florian Kolisch, Maximilian Praster, Elizabeth Rosado Balmayor, Sven Klinkel

1

citations
Long-Term Outcomes of Congenital Subaortic Stenosis Surgery: Systematic Review and Meta-Analysis
2026 The Thoracic and Cardiovascular Surgeon article Medicine Congenital Heart Disease Studies

AFA. Mohammed, Yusuf Shieba, Rashad Zayat, Lachmandath Tewarie, J. Olivello, A. Moza

0

citations
Convergence of gradient based training for linear Graph Neural Networks
2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Dhiraj Patel, Anton Savostianov, Michael T. Schaub

0

citations
Effect of Solidification Parameters on the Amount of Eutectic and Secondary Arm Spacing of Al–7wt%Si Alloy Solidified under Microgravity: An Experimental Analysis
2024 book-chapter Engineering Aluminum Alloy Microstructure Properties

András Roósz, Arnold Rónaföldi, Yuze Li, Nathalie Mangelinck‐Noël, Gerherd Zimmermann, Henri Nguyen-Thi, +2 more

0

citations
Stent deformation in a sutureless aortic valve bioprosthesis: a pilot observational analysis using imaging and three-dimensional modelling
2021 European Journal of Cardio-Thoracic Surgery article Medicine Cardiac Valve Diseases and Treatments Open access

Ali Aljalloud, Konstantina Spetsotaki, Lachmandath Tewarie, Leonardo Nunes Rossato, Ulrich Steinseifer, Ruediger Autschbach, +1 more

8

citations
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data
2025 npj Artificial Intelligence article Medicine Artificial Intelligence in Healthcare and Education Open access

Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias‐Vergara, Mahtab Ranji, Juan Rafael Orozco‐Arroyave, +3 more

5

citations
Microstructure Analysis of Al-7 wt% Si Alloy Solidified on Earth Compared to Similar Experiments in Microgravity
2022 Crystals article Materials Science Solidification and crystal growth phenomena Open access

András Roósz, Arnold Rónaföldi, Yuze Li, Nathalie Mangelinck‐Noël, Gerhard Zimmermann, Henri Nguyen-Thi, +2 more

4

citations
Spatially resolved analysis of sequential, single track laser re-nitriding in titanium
2024 Next Materials article Engineering Metal and Thin Film Mechanics Open access

Inga K. Goetz, Marcus Hans, Ulf Jansson, Bjørgvin Hjörvarsson, Jochen M. Schneider

3

citations
Evaluation Of Random Forest–Based Analysis For The Gypsum Distribution In The Atacama Desert
2020 conference-paper Environmental Science Soil Geostatistics and Mapping Open access

Dirk Hoffmeister, Marina Herbrecht, Tanja Kramm, Philipp Schulte

2

citations