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Papers matching “variational analysis” 77

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Error and resource estimates of variational quantum algorithms for solving differential equations based on Runge-Kutta methods
2026 Journal of Mathematical Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

David Dechant, Liubov A. Markovich, Vedran Dunjko

0

citations
A diagrammatic approach to variational quantum ansatz construction
2021 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Yaroslav Herasymenko, Thomas E. O’Brien

20

citations
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Fu Xing Long, Moritz A. Frenzel, Peter Krause, Markus Gitterle, Thomas Bäck

3

citations
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

24

citations
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
2021 PLoS Computational Biology article Computer Science Human Pose and Action Recognition Open access

Matthew R Whiteway, Dan Biderman, Yoni Friedman, Mario Dipoppa, E. Kelly Buchanan, Anqi Wu, +11 more

34

citations
Exploring Clinical Time Series Forecasting with Meta-Features in Variational Recurrent Models
2020 conference-paper Computer Science Machine Learning in Healthcare Open access

Sibghat Ullah, Xu Zhao, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck

13

citations
Noise-Aware Variational Eigensolvers: A Dissipative Route for Lattice Gauge Theories
2024 PRX Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Jesús Cobos, David F. Locher, A. Bermúdez, Markus Michael Müller, E. Rico

5

citations
Assessment of the Variational Quantum Eigensolver: Application to the Heisenberg Model
2022 Frontiers in Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

Manpreet Singh Jattana, Fengping Jin, Hans A. De Raedt, Kristel F. L. Michielsen

15

citations
Landscape Analysis Based vs. Domain-Specific Optimization for Engineering Design Applications: A Clear Case
2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Roy de Winter, Fu Xing Long, André Thomaser, Thomas Bäck, Bas van Stein, Anna V. Kononova

2

citations
Improved Variational Quantum Eigensolver Via Quasidynamical Evolution
2023 Physical Review Applied article Computer Science Quantum Computing Algorithms and Architecture Open access

Manpreet Singh Jattana, Fengping Jin, Hans A. De Raedt, Kristel F. L. Michielsen

16

citations
CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Image Enhancement Techniques Open access

Rita Pucci, Niki Martinel

10

citations
CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
2024 arXiv (Cornell University) preprint Computer Science Image Enhancement Techniques Open access

Rita Pucci, Niki Martinel

2

citations
Comparison between Tensor Networks and Variational Quantum Classifier
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Artem A. Melnikov, Michael Romanovich Perelshtein, Reuben Brasher, Thomas Baeck, Florian Neukart

0

citations
Improved variational quantum eigensolver via quasi-dynamical evolution
2022 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Manpreet Singh Jattana, Fengping Jin, Hans A. De Raedt, Kristel F. L. Michielsen

0

citations
Noise-aware variational eigensolvers: a dissipative route for lattice gauge theories
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

David F. Locher, A. Bermúdez, Markus Michael Müller, E. Rico

0

citations
Analysis of the local well‐posedness of optimization‐constrained differential equations by local optimality conditions
2020 AIChE Journal article Computer Science Optimization and Variational Analysis Open access

Xiao Feng Zhao, Tobias Ploch, Stephan Noack, Wolfgang Wiechert, Alexander Mitsos, Eric von Lieres

3

citations
Towards fully automated inner ear analysis with deep-learning-based joint segmentation and landmark detection framework
2023 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

Jannik Stebani, Martin Blaimer, Simon Zabler, Tilmann Neun, Daniël M. Pelt, Kristen Rak

15

citations
Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning
2020 Proceedings - International Conference on Image Processing conference-paper Computer Science Face and Expression Recognition

Abin Jose, Yan Shen, Mi Zhang, Jens-Rainer Ohm

0

citations
Quantum Weakest Preconditions Revisited: Pre-expectations for Expected Runtime Analysis
2026 arXiv (Cornell University) preprint Computer Science Logic, programming, and type systems Open access

Christina Gehnen, Dominique Unruh, Joost-Pieter Katoen

0

citations
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization
2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck

17

citations
Hybrid quantum neural networks: harnessing dressed quantum circuits for enhanced tsunami prediction via earthquake data fusion
2025 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Shivanya Shomir Dutta, Sahil Sandeep, S. Amutha

15

citations
Homogenization and Phase Separation with Space Dependent Wells: The Subcritical Case
2023 Archive for Rational Mechanics and Analysis article Computer Science Advanced Mathematical Modeling in Engineering Open access

Riccardo Cristoferi, Irene Fonseca, Likhit Ganedi

9

citations
Homogenization and Phase Separation with Fixed Wells—The Supercritical Case
2025 SIAM Journal on Mathematical Analysis article Computer Science Advanced Mathematical Modeling in Engineering

Riccardo Cristoferi, Irene Fonseca, Likhit Ganedi

4

citations
Multi-iteration Stochastic Optimizers
2026 Applied Mathematics & Optimization article Computer Science Stochastic Gradient Optimization Techniques Open access

André Gustavo Carlon, Luis Espath, Rafael Holdorf Lopez, Raul F. Tempone

3

citations
Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance
2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

Hendrikus J. A. van Os, Jos P. Kanning, Marieke J.H. Wermer, Niels Henrik Chavannes, Mattijs Everard Numans, Ynte M. Ruigrok, +4 more

9

citations