wanyu/IteraTeR_v2 huggingface dataset:
Original:  In this paper we first relate this project to the earlier large-scale automated developments done by Quaife with McCune's Otter system, and to the discussions about the QED project about formalizing a significant part of mathematics.
Revised:  In this paper we first relate this project to the earlier large-scale automated developments done by Quaife with McCune's Otter system, and to the discussions of the QED project about formalizing a significant part of mathematics.
Edit intent: fluency
Original:  Hyperthermia engages the heat shock response mechanism (HSR), which main component (the heat shock proteins) is known to directly prevent the intended apoptosis of cancer cells.
Revised:  Hyperthermia engages the heat-shock response mechanism (HSR), which main component (the heat shock proteins) is known to directly prevent the intended apoptosis of cancer cells.
Edit intent: fluency
Original:  Hyperthermia engages the heat shock response mechanism (HSR), which main component (the heat shock proteins) is known to directly prevent the intended apoptosis of cancer cells.
Revised:  Hyperthermia engages the heat shock response mechanism (HSR), which main component (the heat-shock proteins) is known to directly prevent the intended apoptosis of cancer cells.
Edit intent: fluency
Original:  However , HSR triggers thermotolerance, i.e. the hyperthermia treated cells show an impairment in their susceptibility to a subsequent heat-induced stress.
Revised:  On the other hand , HSR triggers thermotolerance, i.e. the hyperthermia treated cells show an impairment in their susceptibility to a subsequent heat-induced stress.
Edit intent: coherence
Original:  For that reason, the application of the combined hyperthermia therapy should be carefully examined .
Revised:  This poses a question about the efficacy and about an optimal strategy of the therapy combined with hyperthermia treatment .
Edit intent: clarity
Original:  We adapt our previous HSR model and propose its stochastic extension, which we then analyze using the approximate probabilistic model checking (APMC) technique.
Revised:  We adapt our previous HSR model and propose its stochastic extension, which we then analyse using the approximate probabilistic model checking (APMC) technique.
Edit intent: fluency
Original:  We formalize the notion of the thermotolerance and compute the size and the duration of the HSR-induced thermotolerance.
Revised:  We formalise the notion of the thermotolerance and compute the size and the duration of the HSR-induced thermotolerance.
Edit intent: fluency
Original:  We formalize the notion of the thermotolerance and compute the size and the duration of the HSR-induced thermotolerance.
Revised:  We formalize the notion of the thermotolerance and estimate the intensity and the duration of the HSR-induced thermotolerance.
Edit intent: clarity
Original:  We quantify the effect of a combined therapy of hyperthermia and a cytotoxic inhibition of proteins refolding .
Revised:  Finally, we quantify the effect of a combined therapy of hyperthermia and a cytotoxic inhibition of proteins refolding .
Edit intent: coherence
Original:  We quantify the effect of a combined therapy of hyperthermia and a cytotoxic inhibition of proteins refolding .
Revised:  We quantify the effect of a multimodal therapy based on hyperthermia and a cytotoxic inhibition of proteins refolding .
Edit intent: clarity
Original:  By mechanistic modeling of HSR we are able to support the common belief that the combination of cancer treatment strategies increases therapy efficacy.
Revised:  By mechanistic modelling of HSR we are able to support the common belief that the combination of cancer treatment strategies increases therapy efficacy.
Edit intent: fluency
Original:  Moreover, our results demonstrate feasibility and practical potential of APMC in analysis of stochastic models of signaling pathways.
Revised:  Moreover, our results demonstrate feasibility and practical potential of APMC in analysis of stochastic models of signalling pathways.
Edit intent: fluency
Original:  Hyperthermia engages the heat-shock response mechanism (HSR), which main component (the heat-shock proteins ) is known to directly prevent the intended apoptosis of cancer cells.
Revised:  Hyperthermia engages the heat-shock response mechanism (HSR), which main component are heat-shock proteins ) is known to directly prevent the intended apoptosis of cancer cells.
Edit intent: clarity
Original:  Moreover, cancer cells can have an already partially activated HSR, thereby  hyperthermia may be more toxic to them relative to normal cells.
Revised:  Moreover, cancer cells can have an already partially activated HSR, thereby , hyperthermia may be more toxic to them relative to normal cells.
Edit intent: fluency
Original:  On the other hand, HSR triggers thermotolerance, i.e. the hyperthermia treated cells show an impairment in their susceptibility to a subsequent heat-induced stress.
Revised:  On the other hand, HSR triggers thermotolerance, i.e. hyperthermia treated cells show an impairment in their susceptibility to a subsequent heat-induced stress.
Edit intent: coherence
Original:  This poses a question about the efficacy and about an optimal strategy of the  therapy combined with hyperthermia treatment.
Revised:  This poses questions about efficacy and optimal strategy of the therapy combined with hyperthermia treatment.
Edit intent: fluency
Original:  We adapt our previous HSR model and propose its stochastic extension , which we then analyse using the approximate probabilistic model checking (APMC) technique .
Revised:  We adapt our previous HSR model and propose its stochastic extension .
Edit intent: coherence
Original:  We formalise the notion of the thermotoleranceand estimate the intensity and the duration of the HSR-induced thermotolerance.
Revised:  We formalise the notion of a HSP-induced thermotolerance. Next, we estimate the intensity and the duration of the HSR-induced thermotolerance.
Edit intent: clarity
Original:  We formalise the notion of the thermotoleranceand estimate the intensity and the duration of the HSR-induced thermotolerance.
Revised:  We formalise the notion of the thermotoleranceand estimate the intensity and the duration of the thermotolerance.
Edit intent: clarity
Original:  Hyperthermia engages the heat-shock response mechanism (HSR), which main component are heat-shock proteins (HSP).
Revised:  Hyperthermia engages the heat-shock response mechanism (HSR), main component of which are heat-shock proteins (HSP).
Edit intent: clarity
Original: Quantum effects have been confirmed in photosynthesis and other biological phenomena.
Revised: Quantum processes have been confirmed in photosynthesis and other biological phenomena.
Edit intent: clarity
Original: Quantum effects have been confirmed in photosynthesis and other biological phenomena.
Revised: Quantum effects have been confirmed for various biological phenomena.
Edit intent: clarity
Original:  Here we explore the idea of a cooperative quantum process in cells and introduce a model based on coherent waves of established ultrafast energy transfers in water.
Revised:  Here we model a quantum process in cells and introduce a model based on coherent waves of established ultrafast energy transfers in water.
Edit intent: clarity
Original:  Here we explore the idea of a cooperative quantum process in cells and introduce a model based on coherent waves of established ultrafast energy transfers in water.
Revised:  Here we explore the idea of a cooperative quantum process in cells based on coherent waves of established ultrafast energy transfers in water.
Edit intent: clarity
Original: The key challenge in controlling multiple active (Pan/Tilt/Zoom) cameras in surveillance is to control and co-ordinate them when the targets cannot be observed continuously due to occlusions that are caused by the complex structures of the environment .
Revised: A central problem of surveillance is to control and co-ordinate them when the targets cannot be observed continuously due to occlusions that are caused by the complex structures of the environment .
Edit intent: clarity
Original:  Specifically this framework models (a)  the uncertainty of the targets' location, direction and velocity when they are not observed by any of the cameras and (b)  the actions of active camerasthat are coordinated to improve the uncertainty of these unobserved targets, and at the same time to maximize the number of observed targets with guaranteed resolution.
Revised:  Specifically this framework models (a) the cameras at all times, (b) the actions of active camerasthat are coordinated to improve the uncertainty of these unobserved targets, and at the same time to maximize the number of observed targets with guaranteed resolution.
Edit intent: clarity
Original:  Specifically this framework models (a)  the uncertainty of the targets' location, direction and velocity when they are not observed by any of the cameras and (b)  the actions of active camerasthat are coordinated to improve the uncertainty of these unobserved targets, and at the same time to maximize the number of observed targets with guaranteed resolution.
Revised:  Specifically this framework models (a) the uncertainty of the targets' location, direction and velocity when they are not observed by any of the cameras and (b) the actions of active camerasthat are coordinated to improve the number of observed targets with guaranteed resolution.
Edit intent: clarity
Original:  We have also experimented with the proposed approach both in simulation and in real AXIS 214 PTZ cameras .
Revised:  We have also experimented with the proposed approach both in simulation and in real AXIS 214 PTZ cameras 
Edit intent: fluency
Original: The backpressure routing and scheduling, with  throughput-optimal operation guarantee, is a promising technique to improve throughput over wireless multi-hop networks.
Revised: Backpressure routing and scheduling, with throughput-optimal operation guarantee, is a promising technique to improve throughput over wireless multi-hop networks.
Edit intent: coherence
Original: The backpressure routing and scheduling, with  throughput-optimal operation guarantee, is a promising technique to improve throughput over wireless multi-hop networks.
Revised: The backpressure routing and scheduling, with its throughput-optimal operation guarantee, is a promising technique to improve throughput over wireless multi-hop networks.
Edit intent: fluency
Original: The backpressure routing and scheduling, with  throughput-optimal operation guarantee, is a promising technique to improve throughput over wireless multi-hop networks.
Revised: The backpressure routing and scheduling, with throughput-optimal operation guarantee, is a promising technique to improve throughput in wireless multi-hop networks.
Edit intent: fluency
Original:  Although the backpressure framework is conceptually viewed as layered, the decisions of routing and scheduling are made jointly, which imposes several challenges in practice.
Revised:  Although backpressure is conceptually viewed as layered, the decisions of routing and scheduling are made jointly, which imposes several challenges in practice.
Edit intent: clarity
Original:  i.e., routing and scheduling are independent modules in Diff-Max  and one can continue to operate even if the other does not.
Revised:  i.e., routing and scheduling are independent modules in Diff-Max , and one can continue to operate even if the other does not.
Edit intent: fluency
Original:  Our approach is grounded in a network utility maximization (NUM) formulation of the problem and its solution.
Revised:  Our approach is grounded in a network utility maximization (NUM) formulation and its solution.
Edit intent: clarity
Original:  We demonstrate the benefits of our schemes through simulation in ns-2 , and we implement a prototype on smartphones .
Revised:  We demonstrate the benefits of our schemes through simulation in ns-2 .
Edit intent: coherence
Original: We study stochastic copying schemes in which discrimination between a right and a wrong match is achieved via different kinetic barriers or different binding energy of the two matches.
Revised: We study stochastic copying schemes in which discrimination between a right and a wrong match is achieved via different kinetic barriers or different binding energies of the two matches.
Edit intent: fluency
Original:  Finally, we show how the two mechanisms can be combined in copying schemes implementing error correction through a proofreading pathway .
Revised:  Finally, we show how the two mechanisms can be combined in copying schemes implementing error correction through a proofreading pathway 
Edit intent: fluency
Original:  It is well known that market completeness is not a robust property: a complete market model can be made incomplete via small random deviations of the coefficients  .
Revised:  It is known that the market completeness is not a robust property: a complete market model can be made incomplete via small random deviations of the coefficients .
Edit intent: clarity
Original:  It is well known that market completeness is not a robust property: a complete market model can be made incomplete via small random deviations of the coefficients  .
Revised:  It is well known that market completeness is not a robust property: small random deviations of the coefficients .
Edit intent: clarity
Original:  More precisely, it is shown that, for any incomplete market model from a wide class of models, there exists a complete market model with an arbitrarily close paths of the stock prices  .
Revised:  More precisely, it is shown that, for any incomplete market from a wide class of models, there exists a complete market model with an arbitrarily close paths of the stock prices .
Edit intent: fluency
Original:  More precisely, it is shown that, for any incomplete market model from a wide class of models, there exists a complete market model with an arbitrarily close paths of the stock prices  .
Revised:  More precisely, it is shown that, for any incomplete market model from a wide class of models, there exists a complete market model with arbitrarily close paths of the stock prices .
Edit intent: fluency
Original:  This leads to the counterintuitive conclusion that the incomplete markets are indistinguishable from the complete markets in the terms of the price statistics.
Revised:  This leads to a counterintuitive conclusion that the incomplete markets are indistinguishable from the complete markets in the terms of the price statistics.
Edit intent: fluency
Original:  This leads to the counterintuitive conclusion that the incomplete markets are indistinguishable from the complete markets in the terms of the price statistics.
Revised:  This leads to the counterintuitive conclusion that the incomplete markets are indistinguishable from the complete markets in the terms of the market statistics.
Edit intent: clarity
Original:  This description allows an easy development of the first two algorithms for arbitrary polarizing kernels.
Revised:  Using such description allows an easy development of the first two algorithms for arbitrary polarizing kernels.
Edit intent: clarity
Original: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Revised: The DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Edit intent: clarity
Original: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Revised: Among anonymous communication protocols, DC-nets have long held attraction for its strength against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Edit intent: clarity
Original: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Revised: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis , but practical implementations remain vulnerable to internal disruption or " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Edit intent: clarity
Original: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Revised: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jamming " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Edit intent: fluency
Original: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " communications, completely or selectively, until the group re-forms or completes a time-consuming and complex "blame" procedure.
Revised: Among anonymous communication protocols, DC-nets have long held attraction for their strong security against traffic analysis . Recent work has made DC-nets more scalable and practical, but existing systems remain sensitive to DoS attacks: disruptors can anonymously " jam " attacks requiring time-consuming and complex "blame" procedure.
Edit intent: clarity
Original:  To addressthis constraint, we present Verdict, the first practical anonymity system implementing a proactively verifiable DC-nets protocol: participants encrypt messages in algebraic group elements, combine ciphertextsvia group arithmetic, and use knowledge proofs to  exclude misbehavior before it can disrupt communication.
Revised:  To addressthis constraint, we present Verdict, the first practical anonymous group communication system built using proactively verifiable DC-nets protocol: participants encrypt messages in algebraic group elements, combine ciphertextsvia group arithmetic, and use knowledge proofs to exclude misbehavior before it can disrupt communication.
Edit intent: clarity
Original:  To addressthis constraint, we present Verdict, the first practical anonymity system implementing a proactively verifiable DC-nets protocol: participants encrypt messages in algebraic group elements, combine ciphertextsvia group arithmetic, and use knowledge proofs to  exclude misbehavior before it can disrupt communication.
Revised:  To addressthis constraint, we present Verdict, the first practical anonymity system implementing a proactively verifiable DC-nets : participants use public key cryptography to construct DC-net ciphertexts, and knowledge proofs to exclude misbehavior before it can disrupt communication.
Edit intent: clarity
Original:  In particular, we find new values of the percolation transition for disks, squares, rotated squares, and rotated sticks in two dimensions, and confirm that these transitions behave as conformal field theory predicts.
Revised:  In particular, we find precise values of the percolation transition for disks, squares, rotated squares, and rotated sticks in two dimensions, and confirm that these transitions behave as conformal field theory predicts.
Edit intent: clarity
Original: Technical comments are special types of scientific publications whose aim is to correct or criticize previously published papers.
Revised: Comments are special types of scientific publications whose aim is to correct or criticize previously published papers.
Edit intent: clarity
Original: Technical comments are special types of scientific publications whose aim is to correct or criticize previously published papers.
Revised: Technical comments are special types of publications whose aim is to correct or criticize previously published papers.
Edit intent: clarity
Original:  Often , comments are negatively perceived by the authors of the criticized articles because believed to make the commented papers less worthy or trusty to the eyes of the scientific community .
Revised:  For this reason , comments are negatively perceived by the authors of the criticized articles because believed to make the commented papers less worthy or trusty to the eyes of the scientific community .
Edit intent: coherence
Original:  Often , comments are negatively perceived by the authors of the criticized articles because believed to make the commented papers less worthy or trusty to the eyes of the scientific community .
Revised:  Often , comments are believed to make the commented papers less worthy or trusty to the eyes of the scientific community .
Edit intent: clarity
Original:  Often , comments are negatively perceived by the authors of the criticized articles because believed to make the commented papers less worthy or trusty to the eyes of the scientific community .
Revised:  Often , comments are negatively perceived by the authors of the criticized articles because believed to make commented papers less worthy or trusty to the eyes of the scientific community .
Edit intent: fluency
Original:  We show here that such belief is not supported by empirical evidence.
Revised:  Here, we show that such belief is not supported by empirical evidence.
Edit intent: coherence
Original:  We consider thirteen major publication outlets in science and perform a large-scale analysis of the citation patterns of criticized publications .
Revised:  We consider thirteen major publication outlets in science , and perform systematic comparisons between the citations accumulated by commented and non commented articles .
Edit intent: clarity
Original:  Since comments are published soon after criticized papers, comments can be viewed as early indicators of the future impact of criticized papers .
Revised:  Since comments are published soon after criticized papers, comments should be viewed as early indicators of the future impact of criticized papers .
Edit intent: clarity
Original:  New concepts from evolutionary game theory are applied to spectrum access analysis in order to extract rules of behaviour for an emerging environment.
Revised:  New concepts from game theory are applied to spectrum access analysis in order to extract rules of behaviour for an emerging environment.
Edit intent: clarity
Original:  In particular, we find that coboundary expanders cannot satisfy Buser or Cheeger inequalities.
Revised:  In particular, we find these coboundary expanders do not satisfy natural Buser or Cheeger inequalities.
Edit intent: clarity