• 한국수자원학회논문집
• /
• 제56권12호
• /
• pp.939-953
• /
• 2023

천수방정식(shallow water equations, SWE)은 물의 거동을 수치적으로 해석하기 위한 지배방정식으로 수리수문 분야에 널리 활용되고 있으며, 비선형 연립방정식으로 일반적으로 수치적으로 해석할 수 있다. 하지만 기존의 여러 수치 해석법은 격자망 생성에 민감하며 복잡한 지형에서의 해석에 한계가 발생할 수 있다. 이러한 한계점을 극복하기 위하여 본 연구에서는 물리 정보 신경망(Physics-Informed Neural Networks, PINNs)을 사용하고자 하였다. PINNs은 물리 법칙을 신경망에 직접적으로 도입하여 지배방정식을 해석하고자 하는 기법이며 지배 방정식에 대한 물리적, 수학적 정보를 손실함수로 변환하여 최적화하고 해를 산정할 수 있다. 본 연구에서는 지배방정식을 PINNs 구조 내에서 사용할 수 있도록 신경망 구조, 학습 전략, 데이터 생성 기술과 같은 포괄적인 방법론을 제시하고 결과를 ANN 기법과 비교하였다. 물리적 사전지식이 반영되지 않은 ANN과 달리 PINNs은 천수방정식에 대하여 매우 정확한 수치적 솔루션을 효과적으로 제공하는 것으로 나타났다. 따라서 PINNs은 지배방정식의 수치해석적 연구에 많은 잠재력이 있는 것으로 판단되며, 정확하고 효율적인 천수방정식의 솔루션을 위한 기법으로 활용될 수 있을 것으로 기대된다.

• Journal of Applied Biological Chemistry
• /
• 제66권
• /
• pp.23-28
• /
• 2023

코로나바이러스-19로 인한 세계적인 펜데믹 이후 면역력 강화소재에 대한 관심이 급격히 증가하고 있으므로 산업적, 건강적 측면에서 새로운 소재의 개발이 필요하다. 본 연구에서는 연자육 추출물을 소재로 선정하고 RAW 264.7 쥐 대식세포를 이용하여 면역증진 효과를 평가하였다. 연자육 추출물은 RAW 264.7 세포에서 세포 생존력에 독성을 나타내지 않으면서 nitric oxide 및 reactive oxygen species의 생산을 상향 조절하였다. 또한 연자육 추출물은 RAW 264.7 세포에서 inducible nitric oxide synthase 및 cyclooxygenase-2 발현을 크게 증가시켰다. Enzyme-linked immunosorbent assay 결과에서는 연자육 추출물의 처리가 RAW 264.7 세포에서 interleukin 6 및 tumor necrosis factor-α의 생성을 유의미하게 향상시키는 것으로 나타났다. 또한 연자육 추출물이 p65, I kappa B kinase α/β, 및 I kappa B (IκB) α의 인산화를 크게 상향 조절하고, RAW 264.7 세포에서 IκB α의 발현을 하향 조절하였다. 우리의 연구 결과는 연자육 추출물이 Nuclear factor-kappa B 신호전달 경로를 통해 면역력을 향상시킬 수 있는 잠재적인 건강기능식품 소재가 될 수 있음을 나타낸다.

• Reproductive and Developmental Biology
• /
• 제35권1호
• /
• pp.33-45
• /
• 2011

Heat shock protein 90 (Hsp90) is ATPase-directed molecular chaperon and affects survival of cancer cell. Inhibitory effect of Hsp90 by inducing cell cycle arrest and apoptosis in the cancer cell was reported. However, its role during oocyte maturation and early embryo development is very insufficient. In this study, we traced the effects of Hsp90 inhibitor, 17-allylamino-17-demethoxygeldanamycin (17-AAG), on meiotic maturation and early embryonic development in pigs. We also investigated several indicators of developmental potential, including structural integrity, gene expression (Hsp90-, cell cycle-, and apoptosis-related genes), and apoptosis, which are affected by 17-AAG. Then, we examined the roles of Hsp90 inhibitor on viability of primary cells in pigs. Porcine oocytes were cultured in the NCSU-23 medium with or without 17-AAG for 44 h. The proportion of GV arrested oocytes was significantly different between the 17-AAG treated and untreated group (78.2 vs 34.8%, p<0.05). After completion of meiotic maturation, the proportion of MII oocytes was lower in the 17-AAG treated group than in the control group (27.9 vs 71.0%, p<0.05). After IVF, the percentage of penetrated oocytes was significantly lower in the 17-AAG treated group (25.2%), resulting in lower normal pronucleus formation (2PN of 14.6%). Therefore, the inhibition of meiotic progression by Hsp90 inhibitor played a critical role in fertilization status. Porcine embryo were cultured in the PZM-3 medium with or without 17-AAG for 6 days. In result, significant differences in developmental potential were detected between the embryos that were cultured with or without 17-AAG. Terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL) showed that the number of containing fragmented DNA at the blastocyst stage increased in the 17-AAG treated group compared with control (7.5 vs 4.4, respectively). Blastocysts that developed in the 17-AAG treated group had low structural integrity and high apoptotic nuclei than those of the untreated control, resulting in decrease the embryonic qualities of preimplantation porcine blastocysts. The mRNA expressions of cell cycle-related genes were down-regulated in the 17-AAG treated group compared with control. Also, the expression of the pro-apoptotic gene Bax increased in 17-AAG treated group, whereas expression of the anti-apoptotic gene Bel-XL decreased. However, the expression of ER stress-related genes did not changed by 17-AAG. Cultured pESF cells were treated with or without 17-AAG and used for MIT assay. The results showed that viability of pESF cells were decreased by treatment of 17-AAG ($2{\mu}M$) for 24 hr. These results indicated that 17-AAG decreased cell proliferation and increased cell death. Expression patterns Hsp90 complex genes (Hsp70 and p23), cell cycle-related genes (cdc2 and cdc25c) and apoptosis-related genes (Bax and Bcl-XL) were significantly changed by using RT-PCR analysis. The spliced form of pXbp-1 product (pXbp-1s) was detected in the tunicamycin (TM) treated cells, but it is not detected in 17-AAG treated cells. In conclusion, Hsp90 appears to play a direct role in porcine early embryo developmental competence including structural integrity of blastocysts. Also, these results indicate that Hsp90 is closely associated with cell cycle- and apoptosis-related genes expression in developing porcine embryos.

• Journal of Plant Biotechnology
• /
• 제33권1호
• /
• pp.1-9
• /
• 2006

도처에 분포하는 peroxiredoxins (Prxs)은 세포 내 방어신호전달 과정에서 다양한 기능을 하는 것으로 나타났다. Prxs는 크게 typical 2-Cys Prx, atypical 2-Cys Prx와 1-Cys Prx의 세 부류로 분류되는데, 이것들은 cysteine 잔기의 수와 촉매기전에 따라 구분된다. 세 종류의 단백질 중, N-말단에 peroxidatic cysteine 잔기를 포함하는 typical 2-Cys Prx는 $H_2O_2$ 분해과정 동안 과산화물-의존적인 sulfenic acid로의 산화와 thiol-의존적 환원과정이 순환되어 일어난다. Sulfenic acid는 고농도의 $H_2O_2$와 Trx, Trx reductase와 NADPH를 포함하는 촉매 요소의 존재하에 cysteine sulfenic acid로 과산화 될 수 있다 과산화된 2-Cys Prx는 ATP 의존성 효소인 sulfiredoxin의 작용에 의해 천천히 환원된다. 세포가 강력한 산화나 열 충격 스트레스에 노출되면, 2-Cys Prx는 LMW 단백질에서 HMW complex로 구조를 변화시켜 peroxidase에서 chaperone으로 기능의 전환을 일으킨다. 2-Cys Prx의 C-말단 부분 역시 이러한 구조적 전환에 중요한 역할을 한다. 따라서, C-말단이 잘려진 단백질은 과산화가 되지 않고 단백질의 구조와 기능이 조절될 수 없다. 이러한 반응들은 활성 자리인 peroxidatic cysteine 잔기에 의해 일차적으로 유도되며, 그것은 세포에서 '$H_2O_2$ sensor' 로서 작용하다. 2-Cys Prx의 가역적인 구조와 기능 변화는 세포가 외부자극에 적응하는 수단으로 작용하며, 아마도 세포내 방어신호체계를 활성화 시키는 것으로 생각된다. 특히, chloroplast에 존재하는 식물 2-Cys Prx는 촉매반응 동안 주된 구조적인 변화를 나타내는 역동적인 단백질 구조를 가지고 있어서, 산화-환원 의존적으로 super-complex를 형성하고 가역적으로 thylakoid membrane에 부착한다.

• 환경위생공학
• /
• 제20권1호
• /
• pp.64-75
• /
• 2005

2005.1.1부터 직 매립 금지 이후 음식물쓰레기를 처리하는 데 있어 많은 사회적 문제가 대두되고 있다. 그리고 우리나라의 경우 전국 음식물쓰레기 배출량이 11,398ton/day('03)으로 상당히 많은 양이 배출되고 있으며, 주로 음식물쓰레기는 매립, 소각, 사료나 퇴비로 재활용하는 방법으로 처리하고 일부 음식물쓰레기는 혐기성으로 처리 하는 방법이 사용되어 왔다. 이 중 혐기성 처리는 유용한 메탄가스를 발생하여 에너지로 사용가능 하다. 본 연구에서는 pH가 낮고 많은 양의 유기물과 고형물을 함유하고 있어 1단 혐기성 처리시 운전에 영향을 줄 것으로 예상되는 음식물쓰레기의 1단 혐기성처리 가능성 및 혐기성 처리시 메탄가스를 이용하여 에너지로서 사용 가능성에 대해 알아보고자 연구를 실시 하였다. 처리시간과 비용을 절감하기 위해 산형성조를 거치지 않고 반 고형물의 유입시 부유물로 인해 발생될 수 있는 plugging와 channeling 현상을 방지하기 위해 USAB(up flow anaerobic sludge blank)의 장점과 낮은 pH의 음식물 쓰레기의 유입시 미생물에 미칠 수 있는 충격을 최소화 할 수 있는 AE(anaerobic filter)장점을 조합하여 환형유공 지지막속에 그레뉼을 충진시킨 Hybrid Anaerobic Reactor(HAR)를 제작하여 실험을 실시하였다. 본 연구에 앞서 음식물쓰레기의 혐기성 생분해도 실험을 실시하여 혐기성처리가능성을 검토하였으며 실험결과 첨가된 VS량당 총 누적메탄량은 $0.471(m^{3}/\cal{kg}\;VS)$로 원소 분석하여 얻은 이론 메탄발생량 $0.58(m^{3}/\cal{kg}\;VS)$의 $81.2\%$를 나타냈으며 유기물 분해속도 상수는 $0.18(d^{-1})$로 혐기성 처리가 가능하다는 사전 연구 결론을 도출하였다. 연구 결과, 낮은 pH인 음식물 쓰레기를 처리시 산발효조를 거치지 않고도 혐기성 처리가 가능하였으며, 높은 농도로 존재하는 유기물 및 고형물의 처리효율은 매우 양호했고 또한 인의 제거율도 높게 나타났다. 연구결과를 토대로 전국 음식물쓰레기(11,398ton/d)를 대상으로 에너지를 산출하면 Braun에너지 환산계수 $5.97kwh/m3(60\%\;CH_{4})$를 적용할 때 우리나라의 1일 음식물에서 발생되는 에너지 총량은 6,727MWh로 환산될 수 있으며 이는 유기물(COD)당 발생되는 메탄 가스량을 에너지원으로 사용하기에 충분히 가능하다는 것을 확인할 수 있었다. 이상의 결과에 의하면 고농도의 유기물이 함유된 음식물쓰레기는 Hybrid Anaerobic Reactor (HAR)를 이용하여 HRT 30일 정도에서 충분히 직접 혐기성처리가 가능하며, 이때 발생된 $CH_{4}$를 회수하여 이용하면 대체에너지원으로 활용 가치가 높은 것으로 판단된다.

• Applied Biological Chemistry
• /
• 제49권1호
• /
• pp.15-20
• /
• 2006

EDTA의 대체제로서 천연 Phytic acid(PA)가 비브리오 패혈증을 일으키는 호염성 세균 vibrio vulnificus에 대한 살균효과와 간 손상을 유발시킨 마우스의 V. vulnificus 패혈증에 미치는 영향을 조사하였다. V. vulnificus는 증류수 내에서는 1분 후 90.6%, 3분 후 98.4% 및 5분 후 99.6%의 높은 사멸율을 나타낸 반면에, $MgCl_2$ 용액 중에서는 접종 후 1분에서 65.9%, 3분에서 69.8%, 5분에서 94.5%로서 $Mg^{2+}$ 이온에 의하여 삼투압 쇼크가 다소 완화되는 결과를 나타내었다. 또한 EDTA 및 PA 용액 중에서는 0.1 mM 농도의 경우 PA에서 사멸율이 약간 높았으나 1 mM 농도에서는 두 처리군 모두 1분 후 99.9%의 높은 사멸율을 보임으로서 EDTA와 PA 처리간에는 유의차를 인정 할 수 없었다. V. vulnificus 감염에 의한 패혈증 유발시험에서 고농도 보다 저농도로 접종시 마우스의 생존시간이 더 연장되었으며, 접종 후 생존율 연장효과는 PA 처리군이 EDTA 처리군 보다 1.3배까지 높게 나타났다. 이 결과는 사염화탄소로 간 손상을 유발시킨 마우스에 있어서도 비슷한 경향이었으나, 치사속도가 단순 접종처리군에 비해 2배 이상 빠른 결과를 보임으로서 간장 질환 등의 기저질환자가 V. vulnificus에 감염될 때 더욱 치명적임을 말 수 있었다. 모든 조직소견은 정도의 차이는 있으나 사염화탄소로 간 손상을 유발시킨 마우스의 경우, 간, 폐 및 신장 등에서 심한 출혈, 울혈, 문맥 간 염증 및 괴사 등의 소견을 보였으며, PA를 농도 별로 처리 했을 경우 이러한 출혈 및 염증이 감소하는 경향을 나타내었다.

• 한국분말야금학회:학술대회논문집
• /
• 한국분말야금학회 2000년도 춘계학술강연 및 발표대회 강연 및 발표논문 초록집
• /
• pp.9-10
• /
• 2000

An important business-field of world-wide steel-industry is the coating of thin metal-sheets with zinc, zinc-aluminum and aluminum based materials. These products mostly go into automotive industry. in particular for the car-body. into building and construction industry as well as household appliances. Due to mass-production, the processing is done in large continuously operating plants where the mostly cold-rolled metal-strip as the substrate is handled in coils up to 40 tons unwind before and rolled up again after passing the processing plant which includes cleaning, annealing, hot-dip galvanizing / aluminizing and chemical treatment. In the liquid Zn, Zn-AI, AI-Zn and AI-Si bathes a combined action of corrosion and wear under high temperature and high stress onto the transfer components (rolls) accounts for major economic losses. Most critical here are the bearing systems of these rolls operating in the liquid system. Rolls in liquid system can not be avoided as they are needed to transfer the steel-strip into and out of the crucible. Since several years, ceramic roller bearings are tested here [1.2], however, in particular due to uncontrollable Slag-impurities within the hot bath [3], slide bearings are still expected to be of a higher potential [4]. The today's state of the art is the application of slide bearings based on Stellite\ulcorneragainst Stellite which is in general a 50-60 wt% Co-matrix with incorporated Cr- and W-carbides and other composites. Indeed Stellite is used as the bearing-material as of it's chemical properties (does not go into solution), the physical properties in particular with poor lubricating properties are not satisfying at all. To increase the Sliding behavior in the bearing system, about 0.15-0.2 wt% of lead has been added into the hot-bath in the past. Due to environmental regulations. this had to be reduced dramatically_ This together with the heavily increasing production rates expressed by increased velocity of the substrate-steel-band up to 200 m/min and increased tractate power up to 10 tons in modern plants. leads to life times of the bearings of a few up to several days only. To improve this situation. the Mechanical Alloying (MA) TeChnique [5.6.7.8] is used to prOduce advanced Stellite-based bearing materials. A lubricating phase is introduced into Stellite-powder-material by MA, the composite-powder-particles are coated by High Energy Milling (HEM) in order to produce bearing-bushes of approximately 12 kg by Sintering, Liquid Phase Sintering (LPS) and Hot Isostatic Pressing (HIP). The chemical and physical behavior of samples as well as the bearing systems in the hot galvanizing / aluminizing plant are discussed. DependenCies like lubricant material and composite, LPS-binder and composite, particle shape and PM-route with respect to achievable density. (temperature--) shock-reSistibility and corrosive-wear behavior will be described. The materials are characterized by particle size analysis (laser diffraction), scanning electron microscopy and X-ray diffraction. corrosive-wear behavior is determined using a special cylinder-in-bush apparatus (CIBA) as well as field-test in real production condition. Part I of this work describes the initial testing phase where different sample materials are produced, characterized, consolidated and tested in the CIBA under a common AI-Zn-system. The results are discussed and the material-system for the large components to be produced for the field test in real production condition is decided. Outlook: Part II of this work will describe the field test in a hot-dip-galvanizing/aluminizing plant of the mechanically alloyed bearing bushes under aluminum-rich liquid metal. Alter testing, the bushes will be characterized and obtained results with respect to wear. expected lifetime, surface roughness and infiltration will be discussed. Part III of this project will describe a second initial testing phase where the won results of part 1+11 will be transferred to the AI-Si system. Part IV of this project will describe the field test in a hot-dip-aluminizing plant of the mechanically alloyed bearing bushes under aluminum liquid metal. After testing. the bushes will be characterized and obtained results with respect to wear. expected lifetime, surface roughness and infiltration will be discussed.

• 항공우주정책ㆍ법학회지
• /
• 제1권
• /
• pp.47-85
• /
• 1989

The Fundamental purpose of the Warsaw Convention was to establish uniform rules applicable to international air transportation. The emphasis on the benefits of uniformity was considered important in the beginning and continues to be important to the present. If the desire for uniformity is indeed the mortar which holds the Warsaw system together then it should be possible to agree on a worldwide liability limit. This liability limit would not be so unreasonable, that it would be impossible for nations to adhere to it. It would preclude any national supplemental compensation plan or Montreal Agreement type of requirement in any jurisdiction. The differentiation of liability limits by national requirement seems to be what is occurring. There is a plethora of mandated limits and Montreal Agreement type 'voluntary' limits. It is becoming difficult to find more than a few major States where an unmodified Warsaw Convention or Hague Protocol limitation is still in effect. If this is the real world in the 1980's, then let the treaty so reflect it. Upon reviewing the Warsaw Convention, its history and the several attempts to amend it, strengths become apparent. Hijackings of international flights have given rise to a number of lawsuits by passengers to recover damages for injuries suffered. This comment is concerned with the liability of an airline for injuries to its passengers resulting from aviation terrorism. In addition, analysis is focused on current airline security measures, particularly the pre-boarding screening system, and the duty of air carriers to prevent weapons from penetrating that system. An airline has a duty to exercise a high degree of care to protect its passengers from the threat of aviation terrorism. This duty would seemingly require the airline to exercise a high degree of care to prevent any passenger from smuggling a weapon or explosive device aboard its aircraft. In the case an unarmed hijacker who boards having no instrument in his possession with which to promote the hoax, a plaintiff-passenger would be hard-pressed to show that the airline was negligent in screening the hijacker prior to boarding. In light of the airline's duty to exercise a high degree of care to provide for the safety of all the passengers on board, an acquiescene to a hijacker's demands on the part of the air carrier could constitute a breach of duty only when it is clearly shown that the carrier's employees knew or plainly should have known that the hijacker was unarmed. A finding of willful misconduct on the part of an air carrier, which is a prerequisite to imposing unlimited liability, remains a question to be determined by a jury using the definition or standard of willful misconduct prevailing in the jurisdiction of the forum court. Through the willful misconduct provision of the Warsaw Convention, air carrier face the possibility of unlimited liability for failure to implement proper preventive precautions against terrorist. Courts, therefore, should broadly construe the willful misconduct provision of the Warsaw Convention in order to find unlimited liability for passenger injuries whenever air carrier security precautions are lacking. In this way, the courts can help ensure air carrier safety and prevention against terrorist attack. Air carriers, therefore, would have an incentive to increase, impose and maintain security precautions designed to thwart such potential terrorist attacks as in the case of Korean Air Lines Flight No.858 incident having a tremendous impact on the civil aviation community. The crash of a commercial airliner, with the attending tragic loss of life and massive destruction of property, always gives rise to shock and indignation. The general opinion is that the legal system could be sufficient, provided that the political will is there to use and apply it effectively. All agreed that the main responsibility for security has to be borne by the governments. I would like to remind all passengers that every discovery of the human spirit may be used for opposite ends; thus, aircraft can be used for air travel but also as targets of terrorism. A state that supports aviation terrorism is responsible for violation of International Aviation Law. Generally speaking, terrorism is a violation of international law. It violates the soverign rights of the states, and the human rights of the individuals. I think that aviation terrorism as becoming an ever more serious issue, has to be solved by internationally agreed and closely co-ordinated measures. We have to contribute more to the creation of a general consensus amongst all states about the need to combat the threat of aviation terrorism.