Vilasini Tinnaneri Sreekanth
Education
PhD, University of Paris-Saclay, France
- Dissertation: Likelihood free inference using higher order statistics
- Supervisors: Jean Luc Starck and Sandrine Codis
MS in Astrophysics, University of Geneva, Switzerland
- Thesis: Simulations of global cosmic strings with N body simulations to study their impact on large scale structure
- Supervisors: Martin Kunz and David Daverio
Integrated Masters in Physics, S V National Institute of Technology, Surat, India
Skills
Modeling and Inference
Statistical modeling
Probabilistic inference
Simulation based inference
Generative modeling
Uncertainty quantification
Evaluation and cross validation
Feature extraction with wavelets
Data and Experimentation
Exploratory data analysis
Experiment design and benchmarking
Reproducible notebooks
Result tracking and reports
Large scale simulation data
Spatial and image like data
Programming and Tools
Python
NumPy and SciPy
pandas
scikit learn
PyTorch
JAX
Matplotlib
Git and GitHub
Linux
SLURM and HPC
Communication
Clear documentation
Talks and posters
Mentoring and journal club
Collaboration in research teams
Publications
- Accepted: Generative Modeling of Convergence Maps Based on Predicted One Point Statistics, Astronomy and Astrophysics
- Accepted: Theoretical wavelet ℓ1 norm from one point PDF prediction, Astronomy and Astrophysics
- In preparation: Cosmological N body simulations with topological defects, JCAP
Conferences, Schools, and Talks
- Euclid France Theory and Likelihood Workshop, 28 Nov 2022, IAP Paris
- Euclid France Meeting 2022, 30 Nov–2 Dec 2022, IAP Paris
- XV Tonale Cosmology Winter School, 4–10 Dec 2022, Passo del Tonale, Italy
- Future Cosmology, 23–29 Apr 2023, IESC Cargese, France (Poster)
- ADA X Summer School, 18–22 Sep 2023, Crete, Greece
- Colloque national Action Dark Energy, 6–7 Nov 2023, Annecy, France (Talk)
- TOSCA Reunion Meeting, 16–17 Nov 2023, Nice, France (Talk)
- Euclid France Symposium 12, 24–26 Feb 2024, Lyon, France (Talk)
- Cosmology and Statistics Days, 1–2 Feb 2024, CosmoStat, CEA Paris Saclay, France (Talk)
- Euclid SWG WL Meeting, 19–21 Feb 2024, Innsbruck, Austria (Talk)
- COSMO21, 21–24 Dec 2024, Chania, Greece (Talk)
- Euclid Consortium Meeting, 17–21 Jun 2024, Rome, Italy
Awards and Scholarships
- Excellence Master Fellowship, University of Geneva