λ (lambda) = Elastic Modulus stress = Restoring force caused due to the deformation divided by the area to which the force is applied strain = Ratio of the change caused by the stress to the original state of the object Typical Values Modulus of Elasticity(Young's Modulus) Material ...
outvar=true_outvar)self.dataloader=Constraint.get_dataloader(dataset=self.dataset,batch_size=batch_size,shuffle=False,drop_last=False,num_workers=0,distributed=False,infinite=False,)# construct model from nodesself.model=Graph(nodes,Key.convert_list(invar_branch.keys())+Key.convert_list(invar_...
0.999])eps:float=1e-4weight_decay:float=0.0hessian_power:float=1.0_params_:Any=field(default_factory=lambda:{"compute_gradients":"adahess_compute_gradients","apply_gradients":"adahess_apply_gradients",})
The elasticity, dynamic properties, and superconductivity of $\\alpha$,\n$\\omega$, and $\\beta$ Zr are investigated by using first-principles methods.\nOur calculated elastic constants, elastic moduli, and Debye temperatures of\n$\\alpha$ and $\\omega$ phases are in excellent agreement ...
of the sample. We envision that this unique approach enables the enhanced performance of haptic communication devices due to the possibility of fine-tuning the elasticity change (via UV power intensity control) and complex haptic information communication due to very high resolution (~ 2 μm). ...
stress–strain curve while the elastic modulus is the slope of the linear segment near half the peak strength on the stress–strain curve. The peak strength and elastic modulus of each test sample are shown in Table3.Erepresents the modulus of elasticity;\(\sigma_{c}\)represents the peak ...
(true_outvar,device=self.device)lambda_weighting=Constraint._set_device(lambda_weighting,device=self.device)# If using DDP, strip out collective stuff to prevent deadlocks# This only works either when one process alone calls in to save_batch# or when multiple processes independently sav...
Corneal stiffness plays a critical role in shaping the cornea with respect to intraocular pressure and physical interventions. However, it remains difficult to measure the mechanical properties noninvasively. Here, we report the first measurement of shear modulus in human corneas in vivo using optical...
(true_outvar,device=self.device)lambda_weighting=Constraint._set_device(lambda_weighting,device=self.device)# If using DDP, strip out collective stuff to prevent deadlocks# This only works either when one process alone calls in to save_batch# or when multiple processes independently sav...
[docs]@dataclassclassOptimizerConf:_target_=MISSING_params_:Any=field(default_factory=lambda:{"compute_gradients":"adam_compute_gradients","apply_gradients":"adam_apply_gradients",}) [docs]@dataclassclassAdamConf(OptimizerConf):_target_:str="torch.optim.Adam"lr:float=1.0e-3betas:List[float]...