Gallo & Partners S.r.l.

Box for containing bottles, which comprises a bottom wall (3), a perimeter wall (4) with four sides (410, 420, 430, 440), and a cover (5) extended with a first fold (51) starting from the upper edge (41) of a first side (410). The box (1) also comprises a false bottom portion (8) lying on the bottom wall (3). The box (1) also comprises at least one lateral wing (9) extended with a fourth fold (91) starting from the upper edge (41) of a third side (430) of the perimeter wall (4). In addition, the box (1) comprises a plurality of dividing tabs (10', 10"), which are each extended with a corresponding fifth fold (11), some starting from the false bottom portion (8) and some starting from the lateral wing (9), are arranged side-by-side along a flanking direction (X) substantially parallel to two of the four sides (410, 420, 430, 440) and have the respective fifth folds (11) transverse to the flanking direction (X) to define a plurality of seats (2) susceptible to receive the bottles (100) placed in directions opposite each other and lying on the false bottom portion (8) with their axes (Y) parallel to each other and tilted relative to each of the four sides (410, 420, 430, 440).

Hinge assembly (10') for windows/doors/shutters (100), which comprises a hinge (10) comprising a first hinge body (11), comprising at least one first fastening element (13) intended to be fastened to a first member (101) of the window/door/shutter (100); at least one second hinge body (14), comprising at least one second fastening element (16) intended to be fastened to a second member (102) of the window/door/shutter (100); and at least one hinge pin, placed as a pivotable connection between the first hinge body (11) and the second hinge body (14). The hinge assembly (10') also comprises a covering element (1) comprising at least one plate-shaped body (2) provided with an attachment portion (3), intended to be inserted into a space (103) defined between the hinge (10) and one between the first member (101) and the second member (102) of the window/door/shutter (100). In addition, the attachment portion (3) has an end edge (33), from which at least one recess (4) is formed, into which one between the first fastening element (13) and the second fastening element (16) is intended to be removably snap-fitted. Furthermore, the covering element (1) comprises at least one covering portion (5), enlarged with respect to the attachment portion (3), configured to be disposed outwardly of the aforementioned space (103).

Wooden window/door/shutter (100) comprising a first member (101), a second member (102) and a concealed hinge (1) provided with a first hinge body (2), comprising a first shell (3) which extends along a first main direction (X) and is recessed in the first member (101), and a second hinge body (5), comprising a second shell (6) which is recessed in the second member (102). The concealed hinge (1) also comprises articulation means (8), which pivotally connect the first hinge body (2) and the second hinge body (5) about a rotation axis (R), to move the hinge bodies (2, 5) between a closing position and an opening position. These articulation means (8) comprise an articulation arm (80) extending between a first end (81), fixed to the first shell (3), and a second end (82), opposite the first end (81) and hinged to the second shell (6) about the rotation axis (R).The articulation arm (80) comprises at least an initial section (83) at the first end (81), extending at least with a component parallel to the first main direction (X), and at least one terminal section (84) at the second end (82), extending at least with a component parallel to a second main direction (Y), perpendicular to the first main direction (X) and to the rotation axis (R).

A machine learning based (ML-based) method and system for forecasting cash flow, is disclosed. Initially, the data associated with business units are obtained from data sources. The data are pre-processed to generate pre-processed data. Features associated with financial information are determined for horizons based on the pre-processed data using a plurality of input AI models. Feature combinations are generated by integrating the features associated with the financial information, for each horizon of the horizons. Forecasts are generated for each horizon for a pre-determined time interval, using a stacked AI model including forecasting models. The generated forecasts for the cash flow of the business units, are provided as an output, to the users on user interfaces associated with electronic devices associated with the users.

A machine-learning based (ML-based) system and method for automatically extracting one or more data fields from one or more documents, are disclosed. The ML-based system includes a document obtaining subsystem to obtain documents, a document pre-processing subsystem to generate pre-processed data, a field identifying subsystem to identify data fields using a trained ML model, and a field extracting subsystem to extract financial information. The ML-based system also comprises an output subsystem to deliver the extracted data to end users via user interfaces. The ML model is trained using historical documents, labelled data fields, and features such as distance-based features, direction-based features, dimension-based features, positional features, and value-based features. The M-based system employs hyperparameter optimization, noise removal, and accuracy assessment mechanisms to enhance performance. This ML-based system provides a scalable, accurate, and automated solution for financial information extraction, ensuring efficiency, adaptability, and seamless integration with enterprise systems.

A machine learning based (ML-based) method and system for redistributing data, is disclosed. Initially, an input data associated actual bank cash is obtained from data sources. The input data is pre-processed to generate pre-processed data. A month level data associated with the actual bank cash is predicted for a pre-determined horizon based on at least one of: historical cash flow data and seasonality, using machine learning (ML) models on the pre-processed data. At least one of: the month level data to week of month (WOM) level data and the WOM level data to day level data, is redistributed based on a pro-rata configuration using hyperparameters. At least one of: the WOM level data and the day level data, redistributed from the month level data, is provided as an output, to the users on user interfaces associated with electronic devices associated with the users.

Building element, in particular a clay brick, which comprises a main body (10) extended along a first prevalent direction (D1) between a front wall (2) and an opposite rear wall (3); along a second prevalent direction (D2) between a first lateral wall (4) and an opposite second lateral wall (5); and along a transverse direction (D3), between a lower edge (6) and an opposite upper edge (6').On the main body (10), a plurality of through cavities (7) is made, each extended along the transverse direction (D3) and comprising at least one passage cavity (71), made at the front wall (2) and intended to house electrical components.In addition, the through cavities (7) comprise at least one insulation cavity (72), which is made spaced from the front wall (2) and inside which a first insulating material (8) is inserted; and at least one filling cavity (73), interposed between the passage cavity (71) and the insulation cavity (72) and intended to be filled with reinforced concrete. In addition, the filling cavity (73) is at least partly delimited laterally by an intermediate edge section (60, 60') of at least one between the lower edge (6) and the upper edge (6'), on which at least one edge recess (61, 61') is mad for the passage of at least one bar (9) of a reinforcement for reinforced concrete.

Hydraulic binder composition, which comprises steel slag or a mixture consisting of steel slag and calcium carbonate, and at least one modifier additive, modifying the setting reaction of said steel slag, in a quantity between 0.1 and 20% by weight with respect to the weight of the steel slag.

Shutter for a sink drain plug, which comprises a basket (2) and a pin (3), which is connected to the basket (2), and is extended along a main extension direction (X), between a first end (3'), connected to the basket (2), and an opposite second free end (3"). The pin (3) comprises a first cylindrical body (4), which is fixed to the basket (2) and comprises the aforesaid first end (3'), and a second cylindrical body (5), which is integral in rotation with the first cylindrical body (4) around the main extension direction (X), and is placed coaxial with respect to the first cylindrical body (4).The first cylindrical body (4) and the second cylindrical body (5) are slidable with respect to each other along the main extension direction (X), in order to vary the length of the pin (3), and the shutter (1) comprises snap engagement means (5), placed to connect between the first cylindrical body (4) and the second cylindrical body (5) of the pin (3), which are configured for mutually constraining the second cylindrical body (5) with respect to the first cylindrical body (4) along the main extension direction (X), in order to adjust the distance between the first end (3') and the second end (3") of the pin (3).

The present invention discloses a button edge-cutting can opener, comprising a main body (100), a button (200), a driving unit (300), and a cutting unit (400), wherein the button (200) is rotatably connected to the main body (100) through the driving unit (300) and provided with a pressing portion (210), the cutting unit (400) is mounted on the main body (100), the driving unit (300) comprises a cone rod (310), which has a driving shaft (311) and a cone disc (312), the cone disc (312) is connected to one end of the driving shaft (311), a boss (313) is arranged on the cone disc (312), 28 to 36 gear teeth (314) are distributed on a side wall of the boss (313) in an evenly spaced manner, an end portion of each of the gear teeth (314) extends towards the cone disc (312), and a smooth surface (315) is formed between the extended end portion and an edge of the cone disc (312). The button edge-cutting can opener in the present invention locks or unlocks a canned product by pushing the pressing portion (210) upward or pressing it downward with a thumb. With the arc-shaped end portions of identification positioning backup plates (510), it is easy for a first-time user to learn and master, and the operation is convenient and reliable. Moreover, by reducing the number of the gear teeth to 28 to 36, the teeth marks generated by front and rear gear teeth can overlap, thereby reducing displacement and sliding. As such, iron filings that fall from the can edge of the scratched can lid are effectively reduced, and the food safety is ensured.