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Perspective of Fermi's golden rule and its generalizations in chemical physics

Announce Type: replace Abstract: This perspective provides a succinct history of Fermi's golden rule (FGR), overview of its derivation, assumptions, and representative forms. Major applications of FGR, mostly in the field of chemical physics, are reviewed. These illustrate the broad applicability and success of FGR.

arXiv Physics 9d ago

Dimension Reduction via Sum-of-Squares and Improved Clustering Algorithms for Non-Spherical Mixtures

arXiv:2411.12438v2 Announce Type: replace Abstract: We develop a new approach for clustering non-spherical (i.e., arbitrary component covariances) Gaussian mixture models via a subroutine, based on the sum-of-squares method, that finds a low-dimensional separation-preserving projection of the input data. Our method gives a non-spherical analog of the classical dimension reduction, based on singular value decomposition, that, among several other applications, forms a key component of the...

arXiv CS 8d ago

Tamil Nadu's free house scheme for tribals: Who gets it, how to apply, and what it costs

As governments continue to expand housing support schemes offers for people, especially marginalised communities, Tamil Nadu has a free house construction to eligible tribal families under a dedicated welfare scheme. The state government runs a scheme called "Construction of Free Houses for Tribals" under the Adi Dravidar and Tribal Welfare Department. The scheme provides free housing to tribal communities who have already been allocated free house site pattas.

Times of India 3d ago

Detection at the nanoscale: A phosphate-detecting electrochemical sensor

Detection at the nanoscale: A phosphate-detecting electrochemical sensor Sadie Harley Scientific Editor Andrew Zinin Lead Editor Graphene, the "wonder material," has shaped much of Suprem Das's research career. From nano-manufacturing to advanced printing for applications such as sensing and energy, Das is committed to finding graphene solutions with real-world impact. Das and his team manufacture graphene in the form of printable ink for various applications.

Phys.org 6d ago

You have a credit freeze; it still isn’t enough

Credit freezes have been free at Equifax, Experian and TransUnion since 2018. They are built to block one of the most common forms of identity fraud: new credit applications opened in your name. But the latest numbers show why a freeze cannot be your only line of defense.

Fox News Tech 17d ago

Gujarat's Halpati Housing Scheme explained: Check eligibility and how to apply

If you are from the southern districts of Gujarat or know someone from the region, this information could be useful. Gujarat government’s “Halpati Housing Scheme” provides Rs 1.2 lakh in financial assistance to Talaviya and Nayak families belonging to the Halpati community, as financial assistance, to build their homes. The scheme covers rural areas of the southern districts of Gujarat: Surat, Tapi, Valsad, Navsari, Narmada, Bharuch, Chhotaudepur, and Vadodara.

Times of India 9d ago

Grandparents could claim £6,000 State Pension boost from HMRC

Grandparents could claim £6,000 State Pension boost from HMRC The pension top-up is worth around £300 a year Grandparents looking after their grandchildren could be entitled to additional money on top of their pension. Older individuals caring for children under 12 during term-time or school holidays may qualify to boost their State Pension payments through Specified Adult Childcare. Specified Adult Childcare can enhance your pension by more than £6,000 over a typical 20-year retirement by...

Daily Mirror 5d ago

Planning to buy a DDA flat? How the allotment process works and key FAQs answered

Thinking of owning a home in Delhi through a DDA scheme? Here’s a simple guide to help you understand the application process, eligibility, and key details you should know before applying. The Delhi Development Authority (DDA) is a statutory body responsible for the planned development of Delhi, including housing, land management, and urban infrastructure.

Times of India 5d ago

US reaches EB-2 visa limit for Indians; new visas resume in October

The US Department of Homeland Security (DHS) recently announced that the per-country limit in EB-2 category for India has been exhausted for the fiscal year (FY) 2026. In its announcement, the DHS directed all embassies and consulates to no longer issue EB-2 visas to Indian applicants for the rest of the current fiscal year. As directed by the US Citizenship and Immigration Service (USCIS), the annual limits will reset with the start of the new fiscal year (FY 2027) on October 1, 2026.

Times of India 7d ago

Two-Phase Simulated Annealing for Equitable Team Formation: Eliminating Complaints in Large Engineering Cohorts

Announce Type: new Abstract: Contribution: This paper presents a novel two-phase algorithmic approach that decouples preference satisfaction from fairness optimization in student team formation, achieving both objectives without compromise. The method applies simulated annealing -- a core materials science technique -- to an educational challenge, demonstrating pedagogical integration of administrative processes. Background: Forming effective teams in large engineering cohorts (100+...

arXiv CS 2d ago