A training method of a semiconductor process prediction model, a semiconductor process prediction device, and a semiconductor process prediction method are provided. The training method of the semiconductor process prediction model includes the following steps. The semiconductor process was performed on several samples. A plurality of process data of the samples are obtained. A plurality of electrical measurement data of the samples are obtained. Some of the samples having physical defects are filtered out according to the process data. The semiconductor process prediction model is trained according to the process data and the electrical measurement data of the filtered samples.

An optical inspection is performed to detect potential defects within integrated circuit devices and a first electron-based inspection of less than all of the potential defects is performed to identify primary actual defects. A process window of manufacturing parameter settings used to manufacture the integrated circuit devices is identified and the integrated circuit devices manufactured using the manufacturing parameter settings inside the process window have less than a threshold number of the primary actual defects. To identify additional actual defects a second electron-based inspection is performed that is limited to selected ones of the potential defects in the integrated circuit devices that were manufactured using the manufacturing parameter settings inside the process window but were uninspected in the first electron-based inspection.

In a semiconductor device in a wafer state, an element region and a scribe region are defined in one main surface of a semiconductor substrate. In the element region, a vertical MOS transistor is formed as a semiconductor element. In the scribe region, an n-type column region and a p-type column region are defined. An n-type column resistor is formed in the n-type column region. A p-type column resistor is formed in the p-type column region.

One or more die stacks are disposed on a redistribution layer (RDL) to make an electronic package. The die stacks include a die and one or more Through Silicon Via (TSV) dies. Other components and/or layers, e.g. interposes layers, can be included in the structure. An epoxy layer disposed on the RDL top surface and surrounds and attached to all the TSV die sides and all the die sides. Testing circuitry is located in various locations in some embodiments. Locations including in the handler, die, TSV dies, interposes, etc. Testing methods are disclosed, Methods of making including “die first” and “die last” methods are also disclosed. Methods of making heterogenous integrated structure and the resulting structures are also disclosed, particularly for large scale, e.g. wafer and panel size, applications.

The present disclosure describes a system and a method for an ion implantation (IMP) process. The system includes an ion implanter configured to scan an ion beam over a target for a range of angles, a tilting mechanism configured to support and tilt the target, an ion-collecting device configured to collect a distribution and a number of ejected ions from the ion beam scan over the target, and a control unit configured to adjust a tilt angle based on a correction angle determined based on the distribution and number of ejected ions.

A resistance mapping device includes: a first chip including a first surface, a second surface positioned at a side opposite to the first surface, and a plurality of first electrodes provided at the first surface; a second chip including a third surface facing the first surface, a fourth surface positioned at a side opposite to the third surface, and a plurality of second electrodes provided at the third surface; and a measurement part, the measurement part being configured to measure a resistance of a portion of a measurement object, the portion of the measurement object being between the first electrode and the second electrode that correspond to each other among the plurality of first electrodes and the plurality of second electrodes, and acquire mapping data in which measured values of the resistances are associated with positions of the measurement object corresponding to the plurality of first electrodes.

A method includes capturing a photon emission microscope (PEM) image of an integrated circuit (IC), and identifying emission sites in the PEM image, where the emission sites are associated with a leakage current. A set of common nets is found that connects multiple emission sites using layout data and/or netlist data in computer-aided design (CAD) data. From the layout data and/or netlist data, a critical net is identified from the set of common nets connecting a threshold number of emission sites. The critical net is cross-mapped, by a processor, tip netlist data in the CAD data. A particular device is identified from the netlist data that has an output pin connected to the critical net. The particular device identified from the netlist data is cross-mapped, by a processor, to the layout data, wherein the critical net connects at least two devices at the identified emission sites including the particular device.

A method of fabricating a four junction solar cell having an upper first solar subcell composed of a semiconductor material including aluminum and having a first band gap; a second solar subcell adjacent to said first solar subcell and composed of a semiconductor material having a second band gap smaller than the first band gap and being lattice matched with the upper first solar subcell; a third solar subcell adjacent to said second solar subcell and composed of a semiconductor material having a third band gap smaller than the second band gap and being lattice matched with the second solar subcell; and a fourth solar subcell adjacent to and lattice matched with said third solar subcell and composed of a semiconductor material having a fourth band gap smaller than the third band gap; wherein the fourth subcell has a direct bandgap of greater than 0.75 eV.

A system for assembling fields from a source substrate onto a second substrate. The source substrate includes fields. The system further includes a transfer chuck that is used to pick at least four of the fields from the source substrate in parallel to be transferred to the second substrate, where the relative positions of the at least four of the fields is predetermined.

A method of manufacturing a semiconductor memory device includes processing a first substrate including a first align mark and a first structure, processing a second substrate including a second align mark and a second structure, orientating the first substrate and the second substrate such that the first structure and the second structure face each other, and controlling alignment between the first structure and the second structure by using the first align mark and the second align mark to couple the first structure with the second structure.