Physics-Regularized Neural Networks for Photovoltaic Power Prediction Under Limited Experimental Data
mdpi.com/2673-4591/138/1/1
By Aswin Karkadakatti
From the 1st International Online Conference on Designs 2026
@MDPIEngineering
#Photovoltaic #Modeling #RenewableEnergy #PVSystems
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Uday Jewellery Industries Limited announced the successful passing of 5 resolutions via postal ballot, including the appointment of Shri. Sanjay Kumar Sanghi as Chairman & MD (Corporate Affairs), change in designation of Shri. Ritesh Kumar Sanghi to Joint MD (Operations), and regularization of Mrs. Bhavna Sanghi as Director & Whole-Time Director. Ms. Donthineni Srilekha was also regularized as Non-Executive Independent Director. All resolutions received requisite majority approval. 🤝
📊 UDAY JEWELLERY INDUSTRIES LTD | 🏷️ Postal Ballot
🌐 Details: wegro.app/JxH3qW
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One of the fundamental challenges facing urban development in India is not merely the quality of policy, but the gap between policy intent, implementation, and compliance.
Too often, urban policies are framed with caution, implemented inconsistently, and enforced selectively. This creates an environment where regulatory adherence becomes the exception rather than the norm. Citizens, businesses, and even institutions frequently resort to shortcuts, with non-compliance often being regularized later through administrative discretion or corruption.
The real estate sector reflects a similar reality. A significant portion of the industry continues to be dominated by family-run enterprises that have evolved organically over decades. While many have built successful businesses, the sector as a whole often suffers from a shortage of professional management, institutional processes, and long-term strategic thinking.
The contrast becomes evident when we look at professionally managed developers. Their visibility, credibility, and customer trust are not accidental—they are outcomes of governance, transparency, accountability, and professional leadership.
As India urbanizes at an unprecedented pace, the next phase of growth will require more than capital and land. It will demand stronger institutions, professional talent, disciplined execution, and a culture that values compliance as much as ambition.
Cities are ultimately shaped not only by the policies governments create, but by the standards that industries and citizens choose to uphold.
#delhi #delhimasterplan #mpd2041 #mpd2047 #delhiconsortiums #dda
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Miki Djan retweeted
Akufo-Addo in 2016:
"Galamsey will be regularized so our youth can find work."
Akufo-Addo in 2017:
Sends soldiers to mining communities.
Akufo-Addo in 2024:
Asks for more time to fight the same galamsey he promised to regularize.
8 years. One man. Every position. Zero results. 🇬🇭
#EndGalamseyNow
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I know this is 2 years after you posted but I couldn't resist saying there is something that does this, that's known in quantum mechanics.
Multiply a Gaussian function of variable x, by a Laguerre polynomial of order n and variable x, and take the Fourier transform. As you increase n, the Fourier transformed function smoothly goes from a Gaussian envelope to a rectangular response, and iirc there's an exact expression in terms of something called the regularized Gamma function.
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Unfortunately paywalled, but the article basicially just concretely names what's described in the tweet
Higher-order aspects of reality rarely follow a neat regularized schema
The living cell, once thought to be a precise molecular factory, is turning out to be more like an improvising jazz ensemble. | iai.tv/articles/organisms-ar…
The old dogma—one gene, one protein, one function—has collapsed.
Molecular biologist Ewa Grzybowska argues that recent discoveries show that proteins can switch folds, shift shapes, or even remain gloriously unstructured, improvising their roles as they go.
Genes are not blueprints but texts, open to continuous interpretation by cells.
Life, it turns out, is not built like a machine but is instead fluid, improvisational, and brimming with creative possibility.
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16h
Avi Loeb has updated his Medium post to claim that @michaelshermer has joined the Supreme UFO Council, where he will collaborate with hucksters and charlatans like Commodore Cuckoo (@GallaudetTim) and @GarryPNolan.
I'll give Dr. Shermer the benefit of the doubt that Loeb has misstated his involvement and he is not really letting his good name legitimize the Supreme UFO Council. Clarification would be appreciated, though.
(Note: Per @DesertDiaries, the council is real and confirmed; unconfirmed if it's a FACA-regularized advisory panel or it's an ad hoc panel that will need to be dissolved in 4-6 months per the statute. As I noted, there is no charter on file with GSA which suggests it's merely an ad hoc group.)
Jun 14
After I noted (via repost) that the supreme ufo council Avi Loeb alleges exists is not actually regularized under the Federal Advisory Committee Act, he blocked me.
(I have never had any previous interaction with Dr. Loeb and mine was one of 276 [!] shares his post received.)
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Matt Da White retweeted
Jun 14
After I noted (via repost) that the supreme ufo council Avi Loeb alleges exists is not actually regularized under the Federal Advisory Committee Act, he blocked me.
(I have never had any previous interaction with Dr. Loeb and mine was one of 276 [!] shares his post received.)
Jun 14
There is no record on file of a charter of such a "council" with @USGSA, which is required under the Federal Advisory Committee Act.
Unless it hasn't actually been organized yet, that means it's merely an ad hoc group, meaning:
• It can receive nothing but incidental funding (i.e. pastries and coffee for meetings),
• It is legally not allowed to exist for more than a few months before being dissolved,
• Its members can only act as individuals (no formal reports or collective action)
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Unsafe online parameter tuning in production agents leads to catastrophic drift. Standard bandit implementations lack the statistical rigour to prevent bias propagation. I built noeticos to enforce deterministic safety in live agent tuning.
I replaced heuristic tuning with UCB1-tuned bandits utilizing the Garivier-Moulines discount for non-stationary environments. Every decision requires validation through Welch t-tests with exact tails computed via regularized incomplete beta functions.
Safety architecture:
1. Bonferroni alpha spending maintains family-wise error rates.
2. Exact binomial rollback tests detect performance regressions immediately.
3. Wilson quality floors prevent over-exploitation of stale strategies.
Exploration is strictly confined to a deterministic canary cohort. Baseline traffic remains untouched. An append-only audit log captures every decision state, enabling byte-identical transcript reconstruction via the CLI simulator.
Reproducibility is not an option; it is a requirement. I validated the implementation with 159 isolated test cases covering edge-case convergence and floor sensitivity.
Inspect the implementation and test suite at the GitHub repository linked in my bio. Review the logic and verify the statistical guarantees.
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I think the idea of maid should be abolished or regularized. If it must happen, it should be done by the book. Meaning the government should be aware where each child goes and then have social workers check on this children on a monthly basis. That is better to do.
These men and women are beasts
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71-Uttar pradesh literacy rate rise from 67.2% in 2011 to 78.2% in 2025
72-Uttar Pradesh medical colleges rise from 45 in 2017 to 85 in 2025
73-Uttar Pradesh medical seats rise from 4500 in 2017 to 13400 in 2025
74-CM Yogi regularized medical college fees by setting caps on private institutional fees through the Fee Regulatory Committee (FRC). This regulation protects students from arbitrary hikes and ensures private 5edical colleges do not overcharge
75-UP State Universities: Grew from 16 in 2017 to 24 by 2026.
76-Over 800 government degree colleges saw major infrastructure upgrades.
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