baber/WOPTO huggingface dataset:
Patent AU-2021101831-A4 (AU)
Title: A Deep Neural Network Based Inverse Modeling Method for Multicomponent Reactive Transport
Inventor: Dai Zhenxue
IPC: G06N3/08
Filed: 2021-04-09
Granted: 2021-05-27
Abstract: The invention relates to an inverse method for estimating multicomponent reactive transport 
parameters based on deep neural networks, which mainly comprises the following steps of step 
1, establishing a multicomponent reactive solute transport model according to observation data, 
and determining parameters to be inverted and parameter value ranges; step 2, preparation of 
training sample set; step 3, data normalization processing; step 4, training the forward neural 
network; step 5, training the inverse neural network; step 6, estimating model parameters by 
using the inverse neural network; step 7, calculating the forward neural network error at the 
parameter estimation point; step 8-11, updating the forward neural network adaptively so as to 
improve its local accuracy and gradually reduce the error of inverse results. The method 
provided by the invention can solve the inverse problem of multicomponent reactive solute 
transport and provide technical support for the application of multicomponent reactive solute 
transport simulation technology.
1/2 
FIGURES 
Forward neural network<-, 
- - - - - - - - - - - - I 
Inverse neural network 
Figure 1 Tandem neural network architecture composed of forward neural network and 
inverse neural network.  
Preprcessing module Convolution feature extraction operation module Full connection module 
Upsampling 2D Conv+BN+Swish M Flatten * Flatten layer 
2D Conv+Swish 2D MaxPooling+BN+Swish * Outputvector 
Figure 2 Specific network structure diagram of each module (preprocessing module, 
convolution feature extraction operation module and full connection module).
Patent AU-2021102834-A4 (AU)
Title: A User Authentication System and Method using Smart Cards for Cloud based IoT Applications
Inventor: GUPTA BRIJ BHOOSHAN
IPC: G06F9/50
Filed: 2021-05-25
Granted: 2022-03-24
Abstract: A system for user authentication to a cloud, the system comprises of a 
registration module 100 for registering at least a detail required for 
verifying identity of a user to access the cloud for data and registering 
an application for providing a required service, wherein the required 
service is availed by a registered user using a card module, a logging 
module 102 for accessing the services provided by the application 
registered in the registration module 100 upon performing necessary 
calculations using at least a logging credentials provided during 
successful registration in the registration module 100 and a cloud 
authentication module 104 for verifying the user logging into the 
logging module 102 in order to allow access or deny access to the 
services provided by the cloud service provider, wherein the cloud 
authentication uses a mutual authentication module where a login 
request of the user and the application is mutually verified by each 
other.  
21
100 
REGISTRATION 
MODULE 
102 
104 LOGGINGMODULE 
CLOUD AUTHENTICATION 
MODULE 
FIGURE 1 
registering atleast adetail required for verifying identity of auser using aregistration module to 
access the cloud for data and registering an application for providing a required service, wherein the 
required service is availed by a registered user using a card module.  
accessing the services provided by the application registered in the registration module using a 
logging module connected to the registration module upon performing necessary calculations using 204 
at least a logging credentials provided during successful registration in the registration module 
verifying the user logging into the logging module in order to allow access or deny access to the 
services provided by the cloud service provider using a cloud authentication module connected to 
the logging module, wherein the cloud authentication uses a mutual authentication module where a 
login request of the user and the application is mutually verified by each other 206 
FIGURE 2 
Appl~ licaton App~nlo licaio 
sevr(ASO servmer (ASO 
Cloud 
s. Loca"vriictin Authentication 
(Subsequnt Logginn 
. veriication by AVAS 
(First Login) 
2ClientRegistrationResponse 
Client or 
Sneat Card Owner () Regisatuen, verietaon 
nd AuthoriSation Senrvar (RVAS) 
Secre Channel insecure Channel 
FIGURE 3
Patent AU-2021103519-A4 (AU)
Title: A system for water stress identification in crops and method there of
Inventor: SATISH VIRNODKAR SHYAMAL
IPC: G06T7/00
Filed: 2021-06-22
Granted: 2021-08-12
Abstract: A system for water stress identification in crops, the system comprises of an image acquisition 
module for collecting a plurality of data of a crop from a plurality of image captured from a 
satellite, wherein the image acquisition module collects at least two Sentinel images and a 
plurality of ground truth samples, a pre-processing module for processing the collected image, a 
computation module for deriving a plurality of vegetation indices related to water content in crop 
using thermal data obtained from an environmental sensor, wherein a normalized ratio procedure 
between band (NRPB) and modified normalized difference water index (MNDWI) is derived for 
determination of water stress level, a feature level fusion module for separating the NRPB and 
MNDWI features from the at least two sentinel images, and a learning module for determining 
water level in crop from the fused features using a neural network.  
22
102 108 
IMAGE ACQUISITION FEATURE LEVEL 
FUSION MODULE 
110 10410 
PRE-PROCESSING LEARNING MODULE 
MODULE 
112 
106 
DATASET COMPUTATION 
MODULE 
FIGURE-1 
collecting a pluralty of data of a crop from a pluraity of kage captured from a satellite using an 
Image acqulslln module, wlsein the Image acquisition mdule lects atleast two Sentinel 202 
images and a plurality of groundtruth samples 
processing the clleted image using apr-proessing module connected to the Image acquisitIon 
module, wherein an orbit calibration of satellite, noise reduction of thecollected Imae, radtion 204 
caliratlon and terrain crrection 
dervina plurality of vegetationindices related to water content In crop from a thermal data 
obtained 1fom anr wironmental sensor using a computatl n module, whereinanormaled rati 
procedure between band (NRPBl and modified normalized difference water Index MINDWil 206 
delved for determination water stress level.  
separating the NRP and MNDWI features from the at least two sentinel Imagesusing a feature level 
fusion module, wherein the obtained features are fused toform a datasetcontaininga pluraityof 208 
optial Images obtained from at least two sentinel Image and the p-ound truth samples 
determining water level in crop from the fused features using alearning module having a neural 
network, wherein a recurrent dense block created using recurrent neural network to determine a 
requiredtimeandanerrorIndeterminingwaterlevelincrop 210 
FIGURE-2
Patent AU-2021104917-A4 (AU)
Title: Polypropylene composition and preparation method thereof
Inventor: CHEN JIAJIE
IPC: C08L23/06
Filed: 2021-08-04
Granted: 2021-11-18
Abstract: The invention discloses a polypropylene composition, which comprises the following 
components by weight: 90-100 parts of copolymerized polypropylene; 1-10 parts of 
branched polyethylene; 0.1-0.5 parts of nucleating agent; Among them, the 
molecular weight of copolymerized polypropylene is 25000-30000, the range of 
molecular weight distribution (MWD) is 2.5-3.0, the isotacticity range of 
polypropylene is 90% - 95%, aPP accounts for 0.5% - 1.5% of the total weight of 
copolymerized polypropylene, and EP accounts for 0.5% - 5.0% of the total weight of 
copolymerized polypropylene. The polypropylene composition of the invention takes 
polypropylene as the main body of the resin matrix. Through the design of the 
microstructure of polypropylene chain segment and the selection of branched 
polyethylene with specific chain segment structure, the interface energy between 
polypropylene and polyethylene is effectively reduced, the interface bonding force 
between the two resins is improved, the chain segment and lattice defects are 
reduced, and combined with high-efficiency nucleating agent, it has the advantages 
of yellowing resistance and chemical resistance.
Patent AU-2021107252-A4 (AU)
Title: Primer pair set and special approach for detecting difference in epigenetic modification of p53 gene in peripheral blood cell-free dna and kit
Inventor: ZHU YUNFENG
IPC: C12Q1/6886
Filed: 2021-08-25
Granted: 2021-12-09
Abstract: The present disclosure provides a primer pair set for detecting a difference in epigenetic 
modification of a P53 gene in peripheral blood cell-free DNA and a kit. The present disclosure first 
provides a primer pair set for detecting a difference in epigenetic modification of P53 gene in 
peripheral blood cell-free DNA, comprising nucleotide sequences shown in SEQ ID No. 1 to SEQ 
ID No. 10 in the Sequencing Listing. The present disclosure further provides a kit containing the 
above primer pair set. In view of the primer pair set for detecting a difference in epigenetic 
modification of P53 gene in peripheral blood cell-free DNA and the kit provided by the present 
disclosure, the detection is highly sensitive and specific, and is of great value to cancer risk 
prediction and response evaluation.  
FIG 1 
13
-1/2
Naked DNA Normal subject cfDNA Tumor cfDNA 
Low denaturation Low denaturation Low denaturation 
temperature temperature temperature 
Ratio: Low High Medium Medium High Low 
dsDNA ssDNA dsDNA sDA dsDNA ssDNA 
PCR: Not amplified Amplified Not amplified Amplified Not amplified Amplified 
Remarks: 
ssDNA: Single-stranded DNA 
dsDNA: Double-stranded DNA 
rl6_ N Double-stranded DNA 
o Histone 
Various modifications of histone 
DNA methylation 
FIG. 1
Patent AU-2021107580-A4 (AU)
Title: Systems and methods for receiving and propagating efficient search updates in real time
Inventor: LEE SEUNG WON
IPC: G06Q30/02
Filed: 2021-10-15
Granted: 2022-01-06
Abstract: A system for receiving and propagating efficient search updates includes one 
or more processors configured to receive, from a first external system via a network, 
a first entity change request to modify data in an entity associated with the first 
external system. The first entity change request is saved in an entity store. The 
received entity change request is pushed from the entity store to an event publisher 
for forwarding to a streaming service. The first entity change request is classified and 
forwarded, from the streaming service, to a search index database. The search 
index is then updated based on the classified entity change request.
WO 2021/161089 PCT/1B2020/061772 
117 
00 
o o 
C C L 
o o cc0 
C)C 
0- 2 ; 
00 ---- -C-u
Patent WO-2013117382-A4 (WO)
Title: Raccord de thermocouple adapté à un robinet électromagnétique à gaz et thermocouple comprenant le raccord
Inventor: PABLO CURTO MARCOS
IPC: F23N5/10
Filed: 2013-01-11
Abstract: La présente invention concerne un raccord de thermocouple adapté à un robinet électromagnétique, le robinet électromagnétique comprenant un raccord rapide (3) qui présente une base (3a) et un trou à travers lequel est fixé un fil de phase (5) du robinet électromagnétique à la borne de raccordement, définissant une surface de raccordement sur la base (3a), et le raccord (1) comprenant une surface interne (2) en face de la base (3a) lorsque le raccord (1) est inséré de manière transversale par rapport à la borne de raccordement (3). Le raccord (1) comprend des moyens de guidage (10) qui font saillie à l'extérieur par rapport à la surface interne (2), s'étendant de manière longitudinale dans la direction d'insertion, conçus pour guider l'insertion transversale du raccord (1), le raccord (1) entrant en contact avec la base (3a) par le biais des moyens de guidage (10) empêchant ainsi le contact avec la surface de raccordement définie sur la base (3a).
Patent WO-2014112876-A4 (WO)
Title: Package, method for manufacturing a package, and mold for application for the purpose of such method
Inventor: NABER WILHELMUS CORNELIS MARIA
IPC: B65D77/20
Filed: 2014-01-20
Abstract: A package comprises an entirety of a tray (10) having an open side and a ring-shaped cover rim (20) which is located at the open side of the tray (10), at an outer circumferential rim (16) of the tray (10), and which is connected to the tray (10) through a relatively weak breaking portion (30). For the purpose of manufacturing the package, a mold (41) is provided. Also, a sheet (40) is provided and placed in the mold (41), wherein a movement of the sheet (40) is forced in two different directions. The cover rim (20) is formed with an inner ring (21) in which an inward bulge (28) is realized, along at least a portion of the circumference thereof, as an aids in establishing a clamping connection between the cover rim (20) and the tray (10) once the cover rim (20) has been broken away from the tray (10).
Patent WO-2023059202-A4 (WO)
Inventor: SANDNES JAN IVAR
IPC: A01K11/00
Filed: 2022-10-03
Abstract: La divulgation concerne un procédé d'appariement d'entités associées consistant à : - fournir au moins une passerelle (10) comprenant une capacité de lecture d'identité, - détecter et déterminer, par l'intermédiaire de ladite au moins une passerelle (10), l'identité unique de chaque entité (21, 22) dans un groupe (20) d'entités. La divulgation concerne en outre un système d'appariement d'entités associées.
Patent WO-2009158163-A4 (WO)
Title: Procédé d'utilisation d'une estimation de seuil de temps d'attente adaptative permettant de réaliser des économies d'énergie dans le mode veille d'un dispositif électronique
Inventor: LELE ABHIJIT
IPC: H04W52/02
Filed: 2009-06-04
Abstract: Les dispositifs électroniques portables à piles utilisent souvent un "mode veille" pour économiser l'énergie. Une caractéristique clé introduite dans la norme IEEE 802 garantit le fonctionnement économique des dispositifs mobiles à piles. Cette norme ne définit cependant pas ce qui fera basculer un dispositif en mode veille, alors que d'autres systèmes définissent un "seuil de temps d'attente" comme le temps durant lequel une station d'abonné mobile (MSS) attend avant d'entrer en mode veille, temps qui possède une durée constante. Dans un mode de réalisation, l'invention concerne un procédé et un algorithme uniques (1500) qui permettent d'optimiser le seuil de temps d'attente (1509) en fonction d'un modèle d'arrivée de trafic de paquets de données de liaison montante (UL) et de liaison descendante (DL). Ledit procédé permet de réduire significativement la consommation d'énergie, tout en n'augmentant que faiblement le temps d'attente moyen et en offrant un temps d'accès de bout-en-bout acceptable pour le trafic en temps non réel.
Patent WO-2015142311-A4 (WO)
Title: Nouveau procédé permettant la réparation de fissures dans le béton
Inventor: TAVERNE THOMAS
IPC: E04G23/02
Filed: 2014-03-11
Abstract: L'invention concerne un procédé de réparation de fissures dans le béton (8) à l'aide d'un mortier expansif (13), ledit procédé comprenant les étapes consistant à installer un trait de scie (10) à proximité d'une fissure de retrait ouverte (8) et à ouvrir le trait de scie (10) avec un mortier expansif (13) afin de créer un trait de scie plus grand (11) et à déplacer à moitié le trait de scie (10) vers la fissure de retrait ouverte (8) pour fermer de manière étanche la fissure de retrait (12); à installer une entretoise rigide (16) afin de garder la largeur du joint de retrait; à installer un adhésif (18) depuis la partie supérieure de la dalle de béton finie (9) dans la fissure de retrait fermée (12). La surface de la dalle de béton finie (9) recevra une réparation cosmétique (7) à la fissure de retrait fermée (12) et on laissera sécher avant d'appliquer un enduit d'étanchéité. L'invention concerne également d'autres modes de réalisation.
Patent WO-2017196509-A4 (WO)
Title: Récipient auto-ventilé à soupape commandé par l'utilisateur
Inventor: CROSS SHAWN
IPC: B65D25/44
Filed: 2017-04-19
Abstract: Récipient pour liquide, répondant à toutes les règles fédérales, d'état et locales, comprenant une cuve pourvue d'une ouverture et d'un bec verseur auto-ventilé qui est monté sur la cuve d'une manière permettant au bec verseur, à partir d'une position rangée, de tourner jusque dans sa position de fonctionnement et de s'accoupler à l'ouverture au moyen d'un organe d'accouplement. Les deux extrémités ouvertes du bec verseur sont automatiquement recouvertes quand il est rangé. Un ensemble soupape situé au niveau de l'ouverture de la cuve est actionné extérieurement par une gâchette située près du dessous du manche principal. L'ensemble soupape régule l'écoulement du liquide hors de la cuve et par le biais du bec verseur auto-ventilé. La ventilation de la cuve est permise par le biais d'une série de canaux, comprenant respectivement un canal intérieur dans le bec verseur, un orifice d'admission et un canal d'admission menant à l'arrière de la cuve au-dessus de la conduite de liquide. L'ouverture de cuve est couverte par un couvercle monté sur la cuve qui tourne dans une position de fonctionnement ou de rangement et est scellé par l'organe d'accouplement.
Patent CH-694058-A5 (CH)
Inventor: AESCHLIMANN MARCEL
IPC: F16B5/08
Filed: 1999-06-18
Abstract: A method for joining bodies by melting down a joining element. The joining element acts on a surface of one of the bodies and penetrates the surface as a result of a directed force. Once in a penetrated condition, a mechanical excitation is generated such that during further penetration of the joining element into the one body, the advance is maintained through the directed force and the melting down is maintained through the mechanical excitation. Molten or melted material is hydraulically displaced into the bodies.
Patent CH-616190-A5 (CH)
Title: Oil boom for collecting and skimming oil from a water surface
Inventor: VELD CORNELIS IN T
IPC: E02B15/04
Filed: 1977-02-22
Abstract: The boom has a central arm (10) serving as main girder and designed as a lattice structure. This arm (10) carries two parallel rows of floating, vertically disposed screening panels (40, 42). The latter are guided in a vertically displaceable manner in rails (44) of the arm (10). Lying between the two rows are guide blades (70) for guiding the surface flow to one end of the arm (10), at which a skimming unit (18) is located, when the surface water flows obliquely against the arm (10). Adjoining the arm (10) are extension arms (14) which enlarge the area of water surface which can be covered. The extension arms (14) likewise have floating, vertically disposed screening panels (62). The extension arms (14) are pivotably linked to the arm (10) and can be swung back onto the latter. <IMAGE>
Patent CH-672960-A5 (CH)
Title: Electronic contactless test equipment for electrified cattle fence - detects electromagnetic field radiated from fence during voltage pulses and gives synchronous audible and visual indications
Inventor: ALTORFER EUGEN ERNST
IPC: G01R15/18
Filed: 1987-06-20
Abstract: An insulated double Cu wire antenna (A) detects the voltage pulses applied to the fence. The signals from the antenna (A) are supplied to a two-stage transistor amplifier (V1,V2). The amplified pulses are evaluated by an integrated logic circuit (IC) from which two outputs are forwarded (1) to a piezoelectric speaker (W,2) via a low-power transistor driver stage (V3) to a light-emitting diode (LED). The appts. is powered from a battery (B) with an on/off switch (T). Optical and acoustic indications are given at the frequency of the pulses. ADVANTAGES - It is not necessary to drive earthing spike into ground near every test point. Labour of checking long fence is reduced, and risk of electric shock to tester is avoided.
Patent CH-576561-A5 (CH)
Title: Rainwater gulley for thermally insulated flat roofs - has elbow connected to inlet by tube with length adjustment grooves (DK100375)
IPC: E04D13/04
Filed: 1974-03-13
Abstract: The gully with an elbow is used for draining water from flat roofs. This gully has a screened inlet and it passes through a thermal insulation layer on the roof. The inlet and outlet are funnel shaped and these components are connected with a screwed connecting elbow. The inlet funnel level is readily adjusted in relation to the insulation layer thickness without affecting adversely the bend and seals. The parts can be used also for gulleys with straight outlets. The tubular connector for connecting the inlet funnel to the elbow has on its upper end grooves for cutting this connector to required length in relation to insulation layer depth.
Patent CH-682586-A5 (CH)
Title: Pump.
Inventor: REICHMUTH MATHIAS
IPC: F04B43/12
Filed: 1990-11-30
Abstract: The pump disclosed has a housing (11) enclosing a cylindrical chamber (15) in which a cam disc (16) rotated by a drive shaft (14) is mounted. The cam disc acts on a flexible ring (25) fitted round the disc to produce a squeezing action on a hose (20) wound round the ring (25) and fitted against the inside (11') of the housing. Rotation of the cam disc (16) thus causes peristaltic motion of a fluid in the hose (20). In addition, the hose (20) is completely enclosed by the pump housing (11), thus ensuring troublefree operation of the pump (10), even at pressures as high as 6-10 bar.
Patent CH-648631-A5 (CH)
Title: Fixing device for scaffolding
Inventor: PICARD JEAN-ROLAND
IPC: E04G7/18
Filed: 1982-08-02
Abstract: The fixing device comprises an upper part, in this case an iron flat (3) and a metal wire which can rotate in a notch made in the iron flat. The metal wire is shaped so as to possess a first loop (4) and a second loop (5); this second loop (5) has the effect of providing the assembly with a spring action. The end (6) of the metal wire acts as a lever with a view to facilitating the fitting onto the tube (2).   This device has the advantage of being lightweight and easy to fit, while being very safe. <IMAGE>
Patent CH-657791-A5 (CH)
Inventor: HOFMANN FRANZ DR
IPC: B22D19/00
Filed: 1982-10-26
Abstract: 1. Process for the production of a composite member for a metal-ceramic composite casting, a thermally decomposable support member (1) being coated and backed by a casting metal (6), characterized in that the surface of the support body (1) is coated with a refractory slip (2) and is sanded and dried with a granular refractory material (3) and that after casting the casting metal (6) around the support member (2) a mechanical tooth system is formed between said metal and the granular material.
Patent CH-641084-A5 (CH)
Title: Saw blade, in particular for jigsaws
Inventor: MAYER JACHEN
IPC: B23D61/12
Filed: 1979-10-22
Abstract: The teeth (5-9) are not set. Nonetheless, the face (13) of each tooth is laterally offset relative to the face (13) of the adjacent tooth with regard to the saw-blade plane. This is achieved with channels (10) lying from tooth to tooth on opposite saw-blade side walls (1). In the area of the teeth, the saw blade has a relatively large distance between the two planar saw-blade side walls (1). The latter converge towards the blade back (4). In this way, the torsional rigidity of the saw blade is not substantially reduced, but the loading on each tooth is substantially reduced. The saw blade remains torsionally rigid even at large depths of cut, and curves can be sawn in wood without twisting the saw blade and thus without twisting the generating line of the cut surface. <IMAGE>