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Speculative Sampling For Faster Molecular Dynamics

arXiv:2606.02455v1 Announce Type: cross Abstract: Molecular dynamics (MD) is a key tool for simulating the dynamical behavior of atomic systems. However, MD is inherently serial, which makes it difficult to increase single-system throughput with concurrent compute. To address this, we introduce Langevin Speculative Dynamics (LSD), a distributed and model-agnostic speculative sampler for accelerating MD without adding relative error.

arXiv Physics 8d ago

Speculative Sampling For Faster Molecular Dynamics

arXiv:2606.02455v1 Announce Type: new Abstract: Molecular dynamics (MD) is a key tool for simulating the dynamical behavior of atomic systems. However, MD is inherently serial, which makes it difficult to increase single-system throughput with concurrent compute. To address this, we introduce Langevin Speculative Dynamics (LSD), a distributed and model-agnostic speculative sampler for accelerating MD without adding relative error.

arXiv CS 8d ago

Crime gang busted after 'highly sophisticated' mail order drug ring

Crime gang busted after 'highly sophisticated' mail order drug ring Iain Potter, Jack Wright and Ross Fathi have been jailed for running a 'highly sophisticated' mail-order drugs gang from a unit in Bury, Greater Manchester Three men have been jailed after police smashed a "highly sophisticated" mail-order drugs gang that used Royal Mail to distribute millions of pounds worth of narcotics across the UK. Iain Potter, Jack Wright and Ross Fathi ran the "industrial-scale" operation from a...

Daily Mirror 3d ago

Why Trump reversed course to fast-track psychedelic drugs for mental healthcare

Marie Phelan said she had never heard of MDMA before spotting a flyer seeking veterans suffering from post traumatic stress disorder. Now, she says the psychoactive drug more commonly known as ecstasy or molly has changed the trajectory of her life. "My experience of MDMA was that it just cracked my heart wide open," said Phelan who enlisted in the U.S. Army Reserve in 1999 and was deployed to Iraq in 2003.

CNBC 10d ago