Abstract Neural networks (NNs) often assign high confidence to their predictions, even for points far out of distribution, making uncertainty quantification (UQ) a challenge.When they are employed to model interatomic potentials in materials systems, this problem leads to unphysical structures that disrupt simulations, or to biased statistics and d
Demolition of guyed masts is usually carried out by cutting down some of the supporting guy cables using an explosive in such a way that the mast can fall into the desired direction.Without the cable supports, guyed tubular masts are very slender structures which are susceptible to local buckling based on the internal force distribution.If this loc
Mutu pembelajaran Biologi masih rendah.Rendahnya mutu pembelajaran ini disebabkan oleh faktor pembelajaran yang masih berpusat pada guru (teacher centered) tanpa melibatkan siswa untuk berpatisipasi pada proses untuk mendapatkan informasi dari kegiatan pembelajaran tersebut.Pengajaran Resiprok (Reciprocal Teaching) merupakan salah satu strategi pen
Indium oxide (In2O3) is a promising anode material for next-generation lithium-ion batteries and is prized for its high electrical conductivity, environmental friendliness, and high theoretical capacity.However, its practical application is significantly limited by severe volume expansion and contraction during the lithium insertion/extraction proc
In Caenorhabditis elegans, optogenetic stimulation has been widely used to assess neuronal function, control animal movement, or assay circuit responses to controlled stimuli.Most studies are performed on single animals and require high-end components such as lasers and shutters.We present an accessible platform that enables controlled optogenetic