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Unlocking Heavy Fermion Mysteries: A New Path to Quantum Criticality

02.01.2026 by Ray Dalio

Heavy fermion systems exhibit a complex phase diagram governed by the interplay between Kondo coupling and the Ruderman-Kittel-Kasuya-Yosida (RKKY) interaction, resulting in a competition between Kondo screening and destruction that defines transitions between paramagnetic and antiferromagnetic phases as modulated by the degree of magnetic frustration [Paschen-Si\_2020].

Researchers have developed a theoretical model revealing a continuous transition between magnetic order and a strange metallic state in heavy fermion materials.

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Predicting Crystal Stability at High Temperatures

02.01.2026 by Ray Dalio

Structure optimization within the SSCHA framework leverages active-learning machine learning interatomic potentials to efficiently refine system design.

A new computational approach combines machine learning with quantum mechanics to accurately forecast crystal structures under realistic thermal conditions.

Categories Science

Keeping Large AI Models Connected Through Network Chaos

02.01.2026 by Ray Dalio

A new communication library minimizes performance drops during failures in the complex networks powering today’s largest machine learning workloads.

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AirComp Reimagined: Digitalizing Wireless Computation

02.01.2026 by Ray Dalio

The system introduces a complement-coded digital AirComp transceiver design, effectively challenging conventional approaches to wireless communication by encoding information in a manner that maximizes efficiency and potentially unlocks new bandwidth capabilities.

A new digital approach to Over-the-Air Computation leverages two’s complement representation to enable error-free results and boost edge computing performance.

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Beyond Conventional Superconductivity: Unlocking Higher-Charge States

02.01.2026 by Ray Dalio

A new theoretical framework details how complex many-electron interactions can give rise to exotic superconducting properties beyond traditional understanding.

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Beyond Einstein: The Hunt for Broken Symmetry

02.01.2026 by Ray Dalio

A new wave of experiments and theoretical advances is challenging fundamental assumptions about the fabric of spacetime and the laws governing particle physics.

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Shaping Crystals: How Particle Form Dictates Order on Curved Surfaces

02.01.2026 by Ray Dalio

Defect length - quantified as the longest shortest path within the network of defects - exhibits a nuanced relationship with particle density and number, increasing with density in spherical systems, decreasing in rounded cubes, and displaying broad variation in rounded tetrahedra, as demonstrated across particle counts of 1000, 1500, 2000, and 2500, and densities ranging from 0.258 to 0.287.

New research demonstrates precise control over the self-assembly of colloidal crystals by manipulating the shape of the particles themselves, opening doors to advanced material design.

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Securing Control Systems with Polynomial-Packed Encryption

02.01.2026 by Ray Dalio

A new approach leverages rational canonical form to significantly accelerate encrypted control designs based on Ring-LWE, enhancing both speed and efficiency.

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Mapping the Extremes: New Insights into Schur Function Specializations

02.01.2026 by Ray Dalio

This research unlocks a deeper understanding of positive specializations within K-theoretic Schur functions, revealing connections to the geometry of filtered Young lattices.

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Mapping Entropy to Reality: Holographic Models and the Limits of Entanglement

02.01.2026 by Ray Dalio

New research demonstrates a fundamental link between the structure of entanglement entropy and holographic graph models, revealing which entropy profiles can be physically realized.

Categories Science
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