Protein language models exhibit consistent depth inefficiency where most task-relevant computation occurs in a subset of layers, mirroring patterns in large language models.
JUWELS cluster and booster: Exascale pathfinder with modular supercomputing architecture at J ¨ulich Supercomputing Centre
6 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 6representative citing papers
3D nebular spectra calculations for double-detonation Type Ia supernova models reveal viewing-angle dependent line profiles and tentatively support primary-only detonation over secondary detonation based on comparisons to observations.
Long-term numerical relativity simulations find that neutron star magnetic fields relax to stable mixed configurations with toroidal energy fraction ≲10% within one Alfvén time after Tayler instability saturation.
Exascale classical simulation validates noise-tolerant performance of a 98-qubit QPU up to 48 qubits for LR-QAOA, with statistical analysis showing coherent regime up to 93 qubits before outputs become indistinguishable from random.
JUQCS-50 achieves the first 50-qubit universal quantum computer simulation on the JUPITER supercomputer via CPU-GPU memory extension, adaptive encoding, and network optimization, delivering a 16.6-fold speedup over the prior 48-qubit record.
Experience report on applying RSE practices to libNEGF reveals critical defects and performance issues in a quantum transport code, suggesting such problems are common in Fortran scientific software.
citing papers explorer
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From Words to Amino Acids: Does the Curse of Depth Persist?
Protein language models exhibit consistent depth inefficiency where most task-relevant computation occurs in a subset of layers, mirroring patterns in large language models.
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Multidimensional Nebular-Phase Calculations of Dynamically-Driven Double-Degenerate Double-Detonation Models for Type Ia Supernovae
3D nebular spectra calculations for double-detonation Type Ia supernova models reveal viewing-angle dependent line profiles and tentatively support primary-only detonation over secondary detonation based on comparisons to observations.
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Magnetic field dynamics in isolated neutron stars with an external dipole field
Long-term numerical relativity simulations find that neutron star magnetic fields relax to stable mixed configurations with toroidal energy fraction ≲10% within one Alfvén time after Tayler instability saturation.
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Large-Scale Quantum Circuit Simulation on an Exascale System for QPU Benchmarking
Exascale classical simulation validates noise-tolerant performance of a 98-qubit QPU up to 48 qubits for LR-QAOA, with statistical analysis showing coherent regime up to 93 qubits before outputs become indistinguishable from random.
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Universal Quantum Computer Simulation of 50 Qubits on Europe`s First Exascale Supercomputer Harnessing Its Heterogeneous CPU-GPU Architecture
JUQCS-50 achieves the first 50-qubit universal quantum computer simulation on the JUPITER supercomputer via CPU-GPU memory extension, adaptive encoding, and network optimization, delivering a 16.6-fold speedup over the prior 48-qubit record.
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RSE of a Quantum Transport Code and its Effects
Experience report on applying RSE practices to libNEGF reveals critical defects and performance issues in a quantum transport code, suggesting such problems are common in Fortran scientific software.