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Technical Notes
On machine learning, physical systems, and real-world data
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Scientific Foundations
Work rooted in material science and fundamental modeling of physical systems,
focusing on understanding underlying mechanisms through data-driven approaches.


Machine learning halide Perovskites - Finding the Goldilocks Zone
Before jumping on to "Machine Learning halide Perovskites", let's understand first the two terms " Machine Learning (ML) " & " halide Perovskites ". Perovskites are an organic/inorganic hybrid material used to make solar cells (PSC- Perovskite Solar Cells) and other optoelectronic devices, which turn light into electricity. They are extremely efficient and inexpensive to produce and therefore, to the researchers, perovskites are the future for renewable energy to make sola
nishiparikh978
May 23, 20222 min read


Ph.D. (People Have Doubts)
As I have completed more than 2 years of my Ph.D., the following are some of the things which I have always tried to follow and some of the things I wish I had known earlier. Avoid Comparison: Don't try to compare yourself with your peers. The context and the journey matter. Striving to be the best creates an illusion of an endpoint and therefore, shift your focus to be at least 1% better each and every passing day than your past self. Be a critical thinker: My supervisor has
nishiparikh978
Feb 6, 20222 min read
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