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Articles by Deepanshu Verma
Computer Science > Computational Engineering, Finance, and Science
Scientific prediction under uncertainty requires more than a single future state: it requires the distribution of possible outcomes. We show that this distribution-valued evolution can be learned directly as a stochastic solution operator between arbitrary source and target times.
बधाई हो Dr. Verma
15th June 2026 – Dr. Sherma, doctoral candidate under the supervision of Prof. Beatriz Prieto-Simón and Dr. Hedieh Haji Hashemi Varnosfaderani, has successfully defended his thesis. The dissertation, entitled Towards next-generation of porous nanostructure-based biosensing platforms for infectious disease diagnosis has been defended today, 15 june 2026.
Building a Remote Health Monitor: Integrating rPPG with React and Python
The Technical Architecture: Bridging React and Python One of the biggest hurdles in this project was managing the data flow. Python is the king of Computer Vision, but React is the king of User Experience. To make them talk to each other efficiently, I built a decoupled system. The Frontend (The Collector) Using React.js, I implemented a custom hook to handle the MediaDevices API.
[2511.09728] Regularity and error estimates in physics-informed neural networks for the Kuramoto-Sivashinsky equation
arXiv:2511.09728 (math) View PDF HTML (experimental) Subjects: Numerical Analysis (math.NA) Cite as: arXiv:2511.09728 [math.NA] (or arXiv:2511.09728v1 [math.NA] for this version) https://doi.org/10.48550/arXiv.2511.09728 Submission history From: Mohammad Mahabubur Rahman [ view email] [v1] Wed, 12 Nov 2025 20:39:47 UTC (1,270 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps Toggle...
[2510.00442] Randomized Matrix Sketching for Neural Network Training and Gradient Monitoring
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Cryptocurrency Taxation in India: GST and Income Tax Overview
Deepanshu Verma 27 Jan 2025 3 Views 0 comment Print Goods and Services Tax | Articles Summary: The Finance Act, 2022 introduced a 30% tax on income from cryptocurrencies in India, signaling the government’s effort to regulate this digital asset class without granting it legal tender status. Cryptocurrencies are classified as either “currency” or “assets” for taxation, with profits taxed as business income or capital gains.
Interpretation & Application of Exemption Notifications in Indian Taxation Original
ANALYZING THE INTERPRETATION AND APPLICATION OF EXEMPTION NOTIFICATIONS IN INDIAN TAXATION LAW Abstract: Statutory exemption announcements are very important in determining tax administration and policy. Their implementation and interpretation, nevertheless, may be difficult and complicated, and they can have a big impact on social welfare, economic development, and tax collection.
Japanese Encephalitis Virus: A pan-proteome analysis for aggregation propensities and in vitro validation with Capsid anchor and 2K peptide
Abstract Japanese encephalitis infection is a vector-borne disease caused by the flavivirus Japanese encephalitis virus (JEV). It is responsible of severe brain infection in humans worldwide. Given the ubiquitous nature of complications and tropism associated with Japanese encephalitis (JE) infection, a holistic understanding of its molecular mechanism is essential.
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