Dr. Pawan Goyal

Dr. Pawan Goyal Email and Phone Number

Senior AI Engineer @ appliedAI Initiative GmbH
Heilbronn, BW, DE
Dr. Pawan Goyal's Location
Heilbronn, Baden-Württemberg, Germany, Germany
Dr. Pawan Goyal's Contact Details

Dr. Pawan Goyal personal email

About Dr. Pawan Goyal

As a senior AI engineer at appliedAI Initiative GmbH, I aim to tackle research challenges and delivering creative solutions to our stakeholders to solve real-world problems I enjoy working on interdisciplinary projects. Published more than 30 research articles. Utilizing artificial intelligence to solve engineering problems thrills me. Earlier, I held a research team lead position at the Max Planck Institute, Magdeburg, Germany, where I focused on AI for Simulations and Physics-based ML. I have wide experience working and leading diverse projects (in chemical and mechanical engineering, and material science) to reduce complexity and enhance prediction quality using the power of AI. As being passionate about research and engineering, I did my doctoral study at the Max Planck Institute, in Germany. My Ph.D. work received distinguished awards: ✰ Honorable-Mention Householder Prize, 2020 ✰ Dr.-Klaus-Korper Prize 2019 ✰ The best Ph.D. award at the faculty of mathematics at the OvGU University, Magdeburg, Germany. ✰ Honored to be invited to numerous places (>20) to give talks that include a seminar talk at MIT Cambridge, ICERM workshop at Brown University, USA, and Shanghai University, China. Programming SkillsPython (includes Numpy, Scipy, Keras & PyTorch for deep learning), SQL, PostgreSQL, PySpark, Streamlit, Git, CI/CD, MATLABPersonal SkillsEnergetic, critical thinker, fast learner, a team player, determined and goal-orientedPersonal Website:https://goyalpike.github.io/List of Scientific Publicationshttps://scholar.google.com/citations?user=9rEfaRwAAAAJ&hl=enGitHub Repositoryhttps://github.com/goyalpike

Dr. Pawan Goyal's Current Company Details
appliedAI Initiative GmbH

Appliedai Initiative Gmbh

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Senior AI Engineer
Heilbronn, BW, DE
Dr. Pawan Goyal Work Experience Details
  • Appliedai Initiative Gmbh
    Senior Ai Engineer
    Appliedai Initiative Gmbh
    Heilbronn, Bw, De
  • Appliedai Initiative Gmbh
    Senior Ai Engineer
    Appliedai Initiative Gmbh Nov 2023 - Present
    Heilbronn, Baden-Württemberg, Germany
    How to leverage generative AI for have 3D engineering-ready designs
  • Max Planck Institute For Dynamics Of Complex Technical System
    Team Leader
    Max Planck Institute For Dynamics Of Complex Technical System Jan 2021 - Present
    Magdeburg, Saxony-Anhalt, Germany
    The main goal of the team is on Physics-Enhanced Machine Learning. Our primary aim is to use empirical knowledge to enhance the performance of artificial intelligence-based models. Our current main focus is on the projects towards:-- Towards learning models using high-dimensional time-series data-- Identifying suitable embedding using deep learning (autoencoders) for dynamical systems-- CT Image reconstruction using deep learning concepts such as adversarial, cyclicity
  • Max Planck Institute For Dynamics Of Complex Technical System
    Postdoctoral Research Scientist
    Max Planck Institute For Dynamics Of Complex Technical System Jan 2018 - Jan 2021
    Magdeburg, Germany
    Main Projects:-- Low-dimensional modeling of large-scale dynamical models using data-- Construction of models using input-output data in the frequency-domain
  • Max Planck Institute For Dynamics Of Complex Technical System
    Scientific Researcher
    Max Planck Institute For Dynamics Of Complex Technical System Aug 2013 - Dec 2017
    Magdeburg, Germany
    Main Tasks-- Development of various algorithms to obtain low-dimensional (reduced-order) modelsAccomplishments: -- Awarded the Dr.-Klaus-Körper Award 2019, given by GAMM in appreciation of an excellent dissertation in Applied Mathematics and Mechanics -- Awarded the best doctoral thesis within the faculty of Mathematics at the OvGU university, Magdeburg, 2018 -- Proposed various novel algorithms to tackle reduced modeling problems of nonlinear systems
  • Airbus Group Inc.
    Research Intern
    Airbus Group Inc. Jan 2012 - Jul 2012
    Bangalore, India
    Primary goal: perform fast numerical simulations of fluid flows using reduced-order modeling.
  • Max Planck Institute For Dynamics Of Complex Technical System
    Visiting Research Fellow
    Max Planck Institute For Dynamics Of Complex Technical System May 2011 - Jul 2011
    Magdeburg, Germany
    Research topic: Investigate model-order reduction techniques for large-scale dynamical systems, appearing in areas of sciences and engineering.
  • Tata Consultancy Services
    Internship
    Tata Consultancy Services May 2010 - Jul 2010
    Pune Area, India
    Primary goal: Analyse the capabilities of the software for FIRE, which was designed to detect the faults in locomotives.

Dr. Pawan Goyal Skills

Matlab Latex Numerical Analysis Algorithms Model Order Reduction Data Analysis Python Scientific Computing Applied Mathematics Data Science Dynamical Systems Compressed Sensing Image Reconstruction Business English Image Processing C Labview Pro Engineer Programming Autocad Finite Element Analysis Vhdl Mathematica

Dr. Pawan Goyal Education Details

Frequently Asked Questions about Dr. Pawan Goyal

What company does Dr. Pawan Goyal work for?

Dr. Pawan Goyal works for Appliedai Initiative Gmbh

What is Dr. Pawan Goyal's role at the current company?

Dr. Pawan Goyal's current role is Senior AI Engineer.

What is Dr. Pawan Goyal's email address?

Dr. Pawan Goyal's email address is pk****@****ail.com

What schools did Dr. Pawan Goyal attend?

Dr. Pawan Goyal attended Indian Institute Of Technology, Madras, Otto-Von-Guericke University Magdeburg.

What skills is Dr. Pawan Goyal known for?

Dr. Pawan Goyal has skills like Matlab, Latex, Numerical Analysis, Algorithms, Model Order Reduction, Data Analysis, Python, Scientific Computing, Applied Mathematics, Data Science, Dynamical Systems, Compressed Sensing.

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