Dr. Manish Yadav
Scholar

Dr. Manish Yadav

Google Scholar ID: X6MgHskAAAAJ
Postdoctoral Researcher - TU Berlin
Complex Dynamical SystemsNetwork ScienceMachine LearningReservoir Computing
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Citations & Impact
All-time
Citations
41
 
H-index
4
 
i10-index
1
 
Publications
12
 
Co-authors
0
 
Resume
Academic Achievements
  • 18 Publications with 53 Citations. Notable publications include 'Denoising and Reconstruction of Nonlinear Dynamics using Truncated Reservoir Computing' (September 2025) and 'Task-specific Node Pruning Enhances Computational Efficiency of Reservoir Computing Networks' (August 2025).
Research Experience
  • May 2020 - February 2023, Ph.D. Student at Max Planck Institute for Neurobiology of Behavior; currently a Postdoctoral Researcher at the Chair of Cyber-Physical Systems in Mechanical Engineering, TU Berlin.
Education
  • August 2013 - May 2018, Indian Institute of Science Education and Research Mohali, Field of study: Physics, Ph.D.
Background
  • Research Interests: Nonlinear Dynamics, Chaos Theory, Dynamical Systems, Deep Learning, Reservoir Computing. Currently a Postdoctoral Researcher at the Mechanical Engineering Department, Technische Universität Berlin.