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Machine learning-enabled calibration of river routing model parameters
Can AI help decode the hidden parameters in river flow physics?
Mayank Chadha, Ph.D.
Apr 111 min read
4 views
0 comments
A value-of-information-based optimal sensor placement design framework
Can sensor data guide repairs without breaking the bank? We optimize placement to maximize info value for smarter, cost-effective decisions.
Mayank Chadha, Ph.D.
Nov 11, 20242 min read
14 views
0 comments
Physics-enhanced machine learning models for streamflow discharge forecasting
Can AI Make a Splash? Exploring River Discharge Forecasting Over Time with Machine Learning.
Mayank Chadha, Ph.D.
Nov 11, 20241 min read
10 views
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Predicting the remaining useful life of Battery using Machine Learning
Have you wondered what is the mathematics behind predicting remaining life of Battery? We discussed some of the ways to do it.
Mayank Chadha, Ph.D.
Jul 25, 20231 min read
38 views
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A Probabilistic Optimal Sensor Design Approach Using f-divergence
Wouldn't it be a good idea to design sensors to yield statistically the best possible information? We did just that!
Mayank Chadha, Ph.D.
Mar 15, 20231 min read
53 views
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An Alternative Approach to Quantify the Value of Information
The modern world is driven by information. Hence, its important to quantify the consequence of using the information to make decisions.
Mayank Chadha, Ph.D.
Feb 16, 20231 min read
28 views
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Sensor Design Using Bayes Risk for Boundary Detection
Sensors provide us with useful information. Here we attempt to optimally design the sensors so as to detect state of boundary connections.
Mayank Chadha, Ph.D.
Feb 15, 20231 min read
10 views
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The Modeling of Risk Perception for Optimal Maintenance Decision Making
Decision-making in every aspects of life depends on the risk profile of the decision maker. We explore its implication in engineering.
Mayank Chadha, Ph.D.
Feb 14, 20231 min read
6 views
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Structure of Tree
Dive deep into the mathematical beauty of the structure of tree.
Mayank Chadha, Ph.D.
Feb 14, 20231 min read
10 views
0 comments
Poisson Bracket Formulation of a Higher-Order Geometrically-Exact Beam
Read about the Hamiltonian structure and Poisson bracket formulation of a higher-order, geometrically-exact Cosserat type beam.
Mayank Chadha, Ph.D.
Feb 12, 20231 min read
17 views
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On the derivatives of curvature of framed space curve and their time-updating scheme
Can we find a formula to obtain any order derivative of the curvature tensor of space curves using the lower order derivatives? Lets explore
Mayank Chadha, Ph.D.
Feb 7, 20231 min read
10 views
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The Mathematical Theory of Chadha-Todd Beam
Here we investigates the variational formulation and numerical solution of a higher-order, geometrically exact Cosserat type beam.
Mayank Chadha, Ph.D.
Feb 5, 20231 min read
103 views
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Framed Space Curves
Keywords: Curve Framing, Material-Adapted Frame, Material Frame, Computer Graphics, Path Estimation, Shape Reconstruction In this...
Mayank Chadha, Ph.D.
Feb 3, 20231 min read
5 views
0 comments
Bending the Rules: A Complete Kinematic Model for Cosserat Beams
How far can we go at including deformation effects for a slender structure modeled as a 1D structure? Lets find out!
Mayank Chadha, Ph.D.
Feb 2, 20231 min read
3 views
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Introduction to Geometrically-Exact beams
This article serves as an introduction to the variational formulation of Cosserat beams.
Mayank Chadha, Ph.D.
Feb 1, 20231 min read
9 views
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Shape reconstruction of slender structures using strain measurements
Did you know it's possible to reconstruct the shape of a deformed slender object using only a countable strain gauges? Lets explore!
Mayank Chadha, Ph.D.
Jan 26, 20231 min read
23 views
0 comments
My research over the last decade has touched upon numerous scientific areas, thus finding myself to be the Jack of all trades, master of some.
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