Abstract: A method for performing a molecular dynamics simulation includes inputting an initial condition into an evolution model to predict a first condition at a next time step and inputting the initial condition into a molecular dynamics model to predict a second condition at the next time step. It is determined whether to use the first condition or the second condition as a prediction in the molecular dynamics simulation based on an estimated uncertainty associated with the evolution model.

Abstract: A method for simulating physical systems using a sequential diffusion model (SDM) comprising a denoising model includes collecting training data for training the SDM. The method further includes training the denoising model using the training data such that the SDM models a forward and/or reverse problem for a simulation of a physical system over a period of time, and generating a solution for the physical system based on training the denoising model. The solution indicates a final condition of the physical system at a final instance in the period of time for the forward problem and an initial condition of the physical system at an initial instance in the period of time for the reverse problem.

Abstract: The invention concerns a method of handling stacks of flexible substrates (14) by means of a gripper (8) as well as a robot cell (1) for carrying out the method. The gripper (8) is arranged on an arm (6) of a robot (2) and has a lower finger and a corresponding upper finger. The method comprises the steps of inserting said lower finger below a bottom substrate (14) of a stack resting on a base and said upper finger above a top substrate (14) of the stack, and gripping the stack by clamping it between said lower and upper finger. Then by means of the gripper (8) starting at a stack front the entire stack is lifted into a pendent state and moved to a support (16). There the stack is lowered such that a stack rear, which is opposite to said stack front, comes into contact with the support (16).

Abstract: A method and apparatus for automated aerating and handling a sub stack of a stack of rectangular paper sheets where the sub stack is gripped near or at opposed corners of a common edge of the sub stack by means of two robotic grippers (A, B) having two opposed gripping fingers (A1, A2, B1, B2), lifting and rotating the corners in mutually opposite first directions such that the work stack achieves an upwards concave form, gripping the corners by the robotic grippers (A, B), and rotating the grippers in second directions opposite to the first directions such that the upper sheet of the sub stack has a curvature smaller than the bottom sheet of the sub stack, preferably a substantially plane form.

Abstract: The invention concerns a method of handling stacks of flexible substrates (14) by means of a gripper (8) as well as a robot cell (1) for carrying out the method. The gripper (8) is arranged on an arm (6) of a robot (2) and has a lower finger and a corresponding upper finger. The method comprises the steps of inserting said lower finger below a bottom substrate (14) of a stack resting on a base and said upper finger above a top substrate (14) of the stack, and gripping the stack by clamping it between said lower and upper finger. Then by means of the gripper (8) starting at a stack front the entire stack is lifted into a pendent state and moved to a support (16). There the stack is lowered such that a stack rear, which is opposite to said stack front, comes into contact with the support (16).

Abstract: A method and apparatus for automated aerating and handling a sub stack of a stack of rectangular paper sheets where the sub stack is gripped near or at opposed corners of a common edge of the sub stack by means of two robotic grippers (A, B) having two opposed gripping fingers (A1, A2, B1, B2), lifting and rotating the corners in mutually opposite first directions such that the work stack achieves an upwards concave form, gripping the corners by the robotic grippers (A, B), and rotating the grippers in second directions opposite to the first directions such that the upper sheet of the sub stack has a curvature smaller than the bottom sheet of the sub stack, preferably a substantially plane form.

Abstract: A method and apparatus for automated aerating and handling a sub stack of a stack of rectangular paper sheets where the sub stack is gripped near or at opposed corners of a common edge of the sub stack by means of two robotic grippers (A, B) having two opposed gripping fingers (A1, A2, B1, B2), lifting and rotating the corners in mutually opposite first directions such that the work stack achieves an upwards concave form, gripping the corners by the robotic grippers (A, B), and rotating the grippers in second directions opposite to the first directions such that the upper sheet of the sub stack has a curvature smaller than the bottom sheet of the sub stack, preferably a substantially plane form.

Abstract: A method and apparatus for automated aerating and handling a sub stack of a stack of rectangular paper sheets where the sub stack is gripped near or at opposed corners of a common edge of the sub stack by means of two robotic grippers (A, B) having two opposed gripping fingers (A1, A2, B1, B2), lifting and rotating the corners in mutually opposite first directions such that the work stack achieves an upwards concave form, gripping the corners by the robotic grippers (A, B), and rotating the grippers in second directions opposite to the first directions such that the upper sheet of the sub stack has a curvature smaller than the bottom sheet of the sub stack, preferably a substantially plane form.

Abstract: There is described a printing unit (1) for use in an offset machine. The printing unit enables wider application of offset machines (1). This is achieved by the coating means and the water application means comprising a unit (28) consisting of a doctor blade (30) and at least one roller (29, 32) for transferring coating or water from the doctor blade (30) to the plate cylinder (15)/blanket cylinder (14) of the printing unit. The unit (28) is arranged for pivoting so that water is transferred to plate cylinder, and coating is transferred directly to the blanket cylinder.