Leaderboards/Neural Networks and Applications

Neural Networks and Applications

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Farzana Anowar
University of Regina
2
Laura von Rueden
Fraunhofer Institute for Intelligent Analysis and Information Systems
3
Maria Schuld
Flatiron Health (United States)
4
Guy Revach
Technion – Israel Institute of Technology
5
Levi D. McClenny
Oak Ridge Associated Universities
6
Mohamed R. Torkomany
University of South Carolina
7
Zixue Xiang
National University of Defense Technology
8
Sahin Lale
California Institute of Technology
9
Burak Gülmez
University College Dublin
10
Ali Akbar Movassagh
Mashhad University of Medical Sciences

Rising Stars Papers

1
Solving spatiotemporal partial differential equations with Physics-informed Graph Neural Network
Applied Soft Computing|2024
25 cit.
2
Multi-objective Optimization for Green Delivery Routing Problems with Flexible Time Windows
Applied Artificial Intelligence|2024
24 cit.
3
GA-Attention-Fuzzy-Stock-Net: An optimized neuro-fuzzy system for stock market price prediction with genetic algorithm and attention mechanism
Heliyon|2025
22 cit.
4
Architecture Optimization for Hybrid Deep Residual Networks in Liver Tumor Segmentation Using a GA
International Journal of Computational Intelligence Systems|2024
17 cit.
5
A new multi-objective hyperparameter optimization algorithm for COVID-19 detection from x-ray images
Soft Computing|2024
13 cit.
6
Physics-informed Neural Implicit Flow neural network for parametric PDEs
Neural Networks|2025
11 cit.
7
A novel hybrid MCDM framework combining TOPSIS, PROMETHEE II, and VIKOR for peach drying method selection
Current Research in Food Science|2025
11 cit.
8
Stock price prediction using the Sand Cat Swarm Optimization and an improved deep Long Short Term Memory network
Borsa Istanbul Review|2024
8 cit.
9
HKF: Hierarchical Kalman Filtering With Online Learned Evolution Priors for Adaptive ECG Denoising
IEEE Transactions on Signal Processing|2024
7 cit.
10
Polarization on social media: Comparing the dynamics of interaction networks and language‐based opinion distributions
Political Psychology|2025
5 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Saad Al-Azawi
Mustansiriyah University
2
Erwan Scornet
Centre National de la Recherche Scientifique
3
Yoram Ben‐Shaul
Hebrew University of Jerusalem
4
Soumik Mandal
The Ohio State University
5
Chieh-Jen Wang
Mackay Memorial Hospital
6
Anidhya Athaiya
Institute of Technology Management
7
Shuo Feng
Tsinghua University
8
Chudi Zhong
Duke University
9
Bassant Selim
Ericsson (Canada)
10
Jannis Schuecker
Fraunhofer Institute for Machine Tools and Forming Technology

Emerging Leaders Papers

1
Interpretable machine learning: Fundamental principles and 10 grand challenges
Statistics Surveys|2022
844 cit.
2
Dense reinforcement learning for safety validation of autonomous vehicles
Nature|2023
507 cit.
3
Mean decrease accuracy for random forests: inconsistency, and a practical solution via the Sobol-MDA
Biometrika|2022
81 cit.
4
Trees, forests, and impurity-based variable importance in regression
Annales de l Institut Henri Poincaré Probabilités et Statistiques|2023
67 cit.
5
Curse of rarity for autonomous vehicles
Nature Communications|2024
67 cit.
6
Evidence for Telemedicine’s Ongoing Transformation of Health Care Delivery Since the Onset of COVID-19: Retrospective Observational Study
JMIR Formative Research|2022
23 cit.
7
Quantifying the impact of telemedicine and patient medical advice request messages on physicians' work-outside-work
npj Digital Medicine|2024
21 cit.
8
Vehicle Lane-Changing scenario generation using time-series generative adversarial networks with an Adaptative parameter optimization strategy
Accident Analysis & Prevention|2024
21 cit.
9
Utilization of Generative AI-drafted Responses for Managing Patient-Provider Communication
npj Digital Medicine|2025
15 cit.
10
Causal effect on a target population: A sensitivity analysis to handle missing covariates
Journal of Causal Inference|2022
13 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Jürgen Schmidhuber
Dalle Molle Institute for Artificial Intelligence Research
2
Chih‐Jen Lin
National United University
3
Ruslan Salakhutdinov
Massachusetts Institute of Technology
4
Halbert White
University of California San Diego
5
H. Sebastian Seung
University of Wisconsin–Madison
6
Bernhard Schölkopf
Max Planck Society
7
Trevor Hastie
Stanford Medicine
8
Yoshua Bengio
Université de Montréal
9
Michio Sugeno
Tokyo Institute of Technology
10
Jerry M. Mendel
University of Southern California

Current Senior Leaders Papers

1
Long Short-Term Memory
Neural Computation|1997
98.1k cit.
2
LIBSVM
ACM Transactions on Intelligent Systems and Technology|2011
41.3k cit.
3
Dropout: a simple way to prevent neural networks from overfitting
Unknown Journal|2014
34.3k cit.
4
A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
Econometrica|1980
26.1k cit.
5
Multilayer feedforward networks are universal approximators
Neural Networks|1989
21.2k cit.
6
Regularization and Variable Selection Via the Elastic Net
Journal of the Royal Statistical Society Series B (Statistical Methodology)|2005
21k cit.
7
Reducing the Dimensionality of Data with Neural Networks
Science|2006
21k cit.
8
Fuzzy identification of systems and its applications to modeling and control
IEEE Transactions on Systems Man and Cybernetics|1985
19.4k cit.
9
Learning the parts of objects by non-negative matrix factorization
Nature|1999
14.1k cit.
10
Generative adversarial networks
Communications of the ACM|2020
13.6k cit.

Reagents for Neural Networks and Applications

Citation-validated products used in this field

🔥 Trending

Gaining adoption fast

⭐ Top Rated

Best all-around

Cell Signaling TechnologyEvidence 62

Nonactin

#76040$134
View Evidence →
Cell Signaling TechnologyEvidence 66

ERp44 (D17A6) Rabbit Monoclonal Antibody (BSA and Azide Free)

#89694$865
View Evidence →
Cell Signaling TechnologyEvidence 67

Osteopontin/SPP1 (E9Z1D) Rabbit Monoclonal Antibody

#88742$169,369
View Evidence →

🌟 All-Time

Most validated

Cell Signaling TechnologyEvidence 64

MAVS (E8Z7M) Rabbit Monoclonal Antibody (BSA and Azide Free)

#98156$865
View Evidence →
Cell Signaling TechnologyEvidence 61

c-Fos (E2I7R) Rabbit Monoclonal Antibody (InTraSeq™ 3' Conjugate 3057)

#71766$434
View Evidence →
Cell Signaling TechnologyEvidence 68

Phospho-STING (Ser366) (D8K6H) Rabbit Monoclonal Antibody (SignalFlex™ Pacific Blue™ Conjugate)

#93616$486
View Evidence →