A detection device for detecting the presence of a substance of interest in a sample is described. The device can include a data store comprising executable instructions for at least one convolutional neural network, CNN, configured to process images: and a processor coupled to the data store and configured to execute the instructions to operate the at least one CNN. The detection device can be configured to: obtain spectrometry data, operate a first one of the CNNs to process the spectrometry data to obtain a first CNN output; apply a mask to the spectrometry data to obtain masked data; operate a second one of the CNNs to process the masked data to obtain a second CNN output; and determine if the substance of interest is present in the sample based on both the first CNN output and the second CNN output.

In a DIA method, a specified precursor ion m/z range of interest is divided into a set of two or more precursor ion mass selection windows. A tandem mass spectrometer is instructed to select, dissociate using a first dissociation technique, and mass analyze each precursor ion mass selection window of the set within a specified cycle time. Product ion intensity and m/z measurements are produced for each window of the set using the first dissociation technique. The tandem mass spectrometer is also instructed to select, dissociate using a second dissociation technique, and mass analyze each precursor ion mass selection window of the set within the same cycle time. Product ion intensity and m/z measurements are produced for each window of the set using the second dissociation technique. Product ion measurements from both the first and second dissociation techniques are used to identify or quantitate compounds of a sample.

Control of an amplitude of a signal applied to rods of a quadrupole is described. In one aspect, a mass spectrometer includes an amplifier circuit that causes a radio frequency (RF) signal to be applied to the rods of the quadrupole. A controller circuit can determine that the actual amplitude of the RF signal differs than the expected amplitude and, in response, identify current and past environmental and performance parameters to adjust the amplitude.

Systems and methods are provided for the analysis of single particles with inductively coupled plasma-time of flight mass spectrometry. An ion compression device is operated in combination with an image current detector to improve a duty cycle of particle analysis. The image current detection device is used to determine a start time and an end time of a separate ion cloud which is derived from a single particle. The ion compression device stores and compresses each ion cloud based on instructions from the image current detector. The duty cycle of the particle analysis can be improved up to nearly 100%. The ion compression device is additionally operated with an ion filtration device to achieve a lower detection limit and a higher signal-to-noise ratio.

A method of ionising a sample is disclosed comprising nebulising a sample which includes monoclonal antibody (“mAb”) molecules. A stream of monoclonal antibody droplets or charged droplets is directed so as to impact upon a target or electrode so as to form intact parent monoclonal antibody ions, intact minus light chain parent monoclonal antibody ions or light chain (“LC”) fragment monoclonal antibody ions.

The present invention provides a method for analyzing a sample containing metal fine particles with an inductive coupling plasma mass spectrometer. The method enables analysis of the sample without the need of standard metal fine particles. Specifically, the present invention relates to a method for analyzing metal fine particles in liquid by use of an inductive coupling plasma mass spectrometer. In the method, the analysis apparatus is provided with a standard solution introduction apparatus including a standard solution storage unit for storing a standard solution containing a specific element in a known concentration, a syringe pump for suctioning and discharging the standard solution, and a solution introduction unit having a standard solution nebulizer and a standard solution spray chamber that are supplied with the standard solution, the standard solution is directly supplied to the standard solution nebulizer at a flow rate of 3 μL/min or less.

A method for the identification and localization of small molecule species in a histologic thin tissue section comprises the steps of: a) acquiring a mass/mobility image of the tissue section and generating a mass/mobility map of the small molecule species of interest for each pixel of the image; b) providing a second sample of the same tissue and extracting the small molecules of interest, separating them, and acquiring mass and ion mobility spectra from the separated small molecules; c) identifying the small molecules of interest using corresponding reference databases; and d) assigning identified small molecules to entries in the mass/mobility maps of the first tissue section by comparison of ion masses and mobilities of the identified species to those of the second thin tissue section.

A method of performing simultaneous entangling gate operations in a trapped-ion quantum computer includes selecting a gate duration value and a detuning frequency of pulses to be individually applied to a plurality of participating ions in a chain of trapped ions to simultaneously entangle a plurality of pairs of ions among the plurality of participating ions by one or more predetermined values of entanglement interaction, determining amplitudes of the pulses, based on the selected gate duration value, the selected detuning frequency, and the frequencies of the motional modes of the chain of trapped ions, generating the pulses having the determined amplitudes, and applying the generated pulses to the plurality of participating ions for the selected gate duration value. Each of the trapped ions in the chain has two frequency-separated states defining a qubit, and motional modes of the chain of trapped ions each have a distinct frequency.

A method of performing a computation using a quantum computer includes generating a plurality of laser pulses used to be individually applied to each of a plurality of trapped ions that are aligned in a first direction, each of the trapped ions having two frequency-separated states defining a qubit, and applying the generated plurality of laser pulses to the plurality of trapped ions to perform simultaneous pair-wise entangling gate operations on the plurality of trapped ions. Generating the plurality of laser pulses includes adjusting an amplitude value and a detuning frequency value of each of the plurality of laser pulses based on values of pair-wise entanglement interaction in the plurality of trapped ions that is to be caused by the plurality of laser pulses.

A gas analyzer and a method for performing mass spectrometry analysis includes a membrane configured to receive an input flow of carrier gas. The membrane defines a variable thickness region between first and second positions along an input face of the membrane and separates the analyte sample into an output flow of analyte molecules. A mass spectrometer is disposed downstream of the membrane and includes an input orifice for receiving the output flow. The mass spectrometer is configured to perform a response profile analysis of the analyte molecules in the sample analyte.